# BEGIN TF CACHE HELPER OPTIONS
# Options when using remote execution
# WARNING: THESE OPTIONS WONT WORK IF YOU DO NOT HAVE PROPER AUTHENTICATION AND PERMISSIONS

# Use --config=tf_public_cache to try and use the TensorFlow public build cache

In den nächsten Kapiteln werde ich Ihnen mehr **konkrete Rezepte** für das Deployment von FastAPI-Anwendungen geben.

Aber schauen wir uns zunächst einmal diese grundlegenden **konzeptionellen Ideen** an. Diese Konzepte gelten auch für jede andere Art von Web-API. 💡

## Sicherheit – HTTPS { #security-https }

Im [vorherigen Kapitel über HTTPS](https.md) haben wir erfahren, wie HTTPS Verschlüsselung für Ihre API bereitstellt.

import org.codelibs.fess.chat.ChatPhaseCallback;
import org.codelibs.fess.entity.ChatMessage.ChatSource;
import org.codelibs.fess.entity.FacetQueryView;
import org.codelibs.fess.entity.SearchRequestParams;
import org.codelibs.fess.helper.SystemHelper;
import org.codelibs.fess.llm.LlmException;
import org.codelibs.fess.mylasta.direction.FessConfig;
import org.codelibs.fess.util.ComponentUtil;

import com.fasterxml.jackson.core.JsonProcessingException;

 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND,
 * either express or implied. See the License for the specific language
 * governing permissions and limitations under the License.
 */
package org.codelibs.fess.helper;

import java.io.File;
import java.io.IOException;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Set;

 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND,
 * either express or implied. See the License for the specific language
 * governing permissions and limitations under the License.
 */
package org.codelibs.fess.helper;

import org.codelibs.fess.mylasta.direction.FessConfig;
import org.codelibs.fess.unit.UnitFessTestCase;
import org.codelibs.fess.util.ComponentUtil;
import org.junit.jupiter.api.Test;

Önceki örnekte class’lar farklı olduğu için `response_model` parametresini kullanmak zorundaydık. Ancak bu, editör ve araçların fonksiyon dönüş tipi kontrolünden gelen desteğini alamadığımız anlamına da geliyor.

Ama bu tarz durumların çoğunda modelin amacı, bu örnekteki gibi bazı verileri **filtrelemek/kaldırmak** olur.

import org.codelibs.core.misc.Tuple3;
import org.codelibs.fess.Constants;
import org.codelibs.fess.exception.FessSystemException;
import org.codelibs.fess.exception.JobProcessingException;
import org.codelibs.fess.helper.SystemHelper;
import org.codelibs.fess.mylasta.direction.FessConfig;
import org.codelibs.fess.opensearch.client.SearchEngineClient;
import org.codelibs.fess.opensearch.config.exbhv.ThumbnailQueueBhv;

    }

    // ===================================================================================
    //                                                                    Helper Classes
    //                                                                    ================

    /**
     * Testable subclass that bypasses ComponentUtil dependencies.

}

// assertEqualSQL for assert that the sql is equal, this method will ignore quote, and dialect specials.
func assertEqualSQL(t *testing.T, expected string, actually string) {
	t.Helper()

	// replace SQL quote, convert into postgresql like ""
	expected = replaceQuoteInSQL(expected)
	actually = replaceQuoteInSQL(actually)

	}

	req, err := newTestSignedRequestV4(method, path, 0, nil, accessKey, secretKey, nil)
	if err != nil {
		t.Fatal(err)
	}
	return req
}

// setupKMSUser is a test helper that creates a new user with the provided access key and secret key
// and applies the given policy to the user.
func setupKMSUser(t *testing.T, accessKey, secretKey, p string) {
	ctx := t.Context()