jerryshao commented on code in PR #13724: URL: https://github.com/apache/gravitino/pull/13724#discussion_r4246087181
########## plugins/k8s-job-executor/src/main/java/org/apache/gravitino/job/k8s/K8sClientUtils.java: ########## @@ -0,0 +1,255 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, 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.apache.gravitino.job.k8s; + +import com.google.common.base.Preconditions; +import io.fabric8.kubernetes.client.Config; +import io.fabric8.kubernetes.client.ConfigBuilder; +import io.fabric8.kubernetes.client.KubernetesClient; +import io.fabric8.kubernetes.client.KubernetesClientBuilder; +import io.fabric8.kubernetes.client.OAuthTokenProvider; +import java.io.File; +import java.io.IOException; +import java.io.UncheckedIOException; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.nio.file.attribute.FileTime; +import java.util.concurrent.TimeUnit; +import java.util.regex.Pattern; +import javax.annotation.Nullable; +import org.apache.commons.lang3.StringUtils; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +/** Creates the Kubernetes client of the job cluster from the job executor configurations. */ +public final class K8sClientUtils { + + /** + * An {@link OAuthTokenProvider} that reads the token from a file, and reads it again whenever the + * file changes, so that a rotated token is picked up without restarting the server. + */ + static final class FileTokenProvider implements OAuthTokenProvider { + + // How often a token file that stays empty or unreadable is reported. + private static final long FAILURE_LOG_INTERVAL_NANOS = TimeUnit.MINUTES.toNanos(5); + + private final Path tokenFile; + + private FileTime lastModified; + + private String token; + + private boolean failing; + + private long failureLoggedAtNanos; + + FileTokenProvider(Path tokenFile) { + this.tokenFile = tokenFile; + } + + @Override + public synchronized String getToken() { + try { + FileTime modified = Files.getLastModifiedTime(tokenFile); + if (token == null || !modified.equals(lastModified)) { + String content = new String(Files.readAllBytes(tokenFile), StandardCharsets.UTF_8).trim(); + if (StringUtils.isBlank(content)) { + if (token == null) { + throw new IllegalStateException("The token file " + tokenFile + " is empty"); + } + // The file is being rewritten. Its modification time isn't remembered: the new token + // may be written within the same tick of the file system's clock, and would then + // never be read. + return keepToken("is empty", null); + } + token = content; + lastModified = modified; + } + } catch (IOException e) { + if (token == null) { + throw new UncheckedIOException("Failed to read the token file " + tokenFile, e); + } + // For example, the file is being replaced. + return keepToken("can't be read", e); + } + failing = false; + return token; + } + + /** + * Keeps the token read before while the file has no token, checking the file again on the next + * request. The problem is reported when it starts, and then at an interval rather than on every + * request, so that a file that stays broken remains visible without flooding the log. + */ + private String keepToken(String problem, @Nullable IOException cause) { + long now = System.nanoTime(); + if (!failing || now - failureLoggedAtNanos >= FAILURE_LOG_INTERVAL_NANOS) { + LOG.warn( + "The token file {} {}, keeping the token read before. Requests will fail once that" + + " token expires", + tokenFile, + problem, + cause); + failing = true; + failureLoggedAtNanos = now; + } + return token; + } + } + + private static final Logger LOG = LoggerFactory.getLogger(K8sClientUtils.class); + + private static final Pattern SERVER_SCHEME = + Pattern.compile("^https?://", Pattern.CASE_INSENSITIVE); + + private K8sClientUtils() {} + + /** + * Creates the Kubernetes client of the job cluster. + * + * @param configs the job executor configurations + * @return the Kubernetes client + */ + public static KubernetesClient createClient(K8sJobExecutorConfigs configs) { + return new KubernetesClientBuilder().withConfig(createClientConfig(configs)).build(); + } + + /** + * Creates the Kubernetes client configuration of the job cluster. It is, by precedence: + * + * <ul> + * <li>the API server URL, with its CA certificate and token file, if the master URL is set; + * <li>the given kubeconfig file and context, if the kubeconfig is set; + * <li>fabric8's default lookup otherwise, that is the {@code KUBECONFIG} environment variable + * or {@code ~/.kube/config} with the given context, then the in-cluster service account. + * </ul> + * + * <p>In every case the default namespace of the client is the namespace of the job executor + * configurations, rather than the one of the kubeconfig context or of the pod Gravitino runs in. + * The connection timeout, the request timeout and the number of request retries are the ones of + * the job executor configurations too. They bound how long a call to the client waits while the + * job cluster is down: with the defaults, about 15 seconds if the API server can't be reached. + * + * @param configs the job executor configurations + * @return the Kubernetes client configuration + * @throws IllegalArgumentException if a configured file doesn't exist, the token file has no + * token, or the kubeconfig has no context that selects a cluster with a server + */ + static Config createClientConfig(K8sJobExecutorConfigs configs) { + Config config = createConnectionConfig(configs); + config.setNamespace(configs.namespace()); + // The client would otherwise try a request again 10 times, which holds a status query or a + // job submission for about two minutes while the job cluster can't be reached. + config.setConnectionTimeout(configs.connectionTimeoutMs()); + config.setRequestTimeout(configs.requestTimeoutMs()); + config.setRequestRetryBackoffLimit(configs.requestRetries()); + return config; + } + + private static Config createConnectionConfig(K8sJobExecutorConfigs configs) { + if (configs.masterUrl() != null) { + ConfigBuilder builder = new ConfigBuilder(Config.empty()).withMasterUrl(configs.masterUrl()); + if (configs.caCertFile() != null) { + checkFileExists(configs.caCertFile(), K8sJobExecutorConfigs.CA_CERT_FILE); + builder.withCaCertFile(configs.caCertFile()); + } + if (configs.tokenFile() != null) { + checkFileExists(configs.tokenFile(), K8sJobExecutorConfigs.TOKEN_FILE); + FileTokenProvider tokenProvider = new FileTokenProvider(Paths.get(configs.tokenFile())); + // Read the token once now, so that a file without a token fails the startup rather than + // the first request. + try { + tokenProvider.getToken(); + } catch (IllegalStateException | UncheckedIOException e) { + throw new IllegalArgumentException( + String.format( + "No token can be read from the file %s set by %s", + configs.tokenFile(), K8sJobExecutorConfigs.TOKEN_FILE), + e); + } + builder.withOauthTokenProvider(tokenProvider); + } + return builder.build(); + } + + Config config; + if (configs.kubeconfig() != null) { + checkFileExists(configs.kubeconfig(), K8sJobExecutorConfigs.KUBECONFIG); + File kubeconfig = new File(configs.kubeconfig()); + String server = K8sKubeconfigUtils.getSelectedServer(kubeconfig, configs.context()); + config = Config.fromKubeconfig(configs.context(), kubeconfig); + // The client reads the file itself, so make sure it ended up with the server found above. + // This is a safety net with no known input that triggers it: it only fails if the client + // reads a kubeconfig differently from the check above, or the file changes in between. + Preconditions.checkArgument( + getHostAndPath(server).equals(getHostAndPath(config.getMasterUrl())), + "The kubeconfig %s set by %s selects the server %s, but the client would use %s", + configs.kubeconfig(), + K8sJobExecutorConfigs.KUBECONFIG, + server, + config.getMasterUrl()); + } else { + config = Config.autoConfigure(configs.context()); + // The default lookup may merge several kubeconfig files, so they aren't checked one by one. + // A context was found in them if there is a current context, and a context that selects a + // cluster with a server moves the client off its default API server. If it is still there, + // the context selects none, and the client would silently run the jobs in the cluster + // Gravitino runs in. + Preconditions.checkArgument( + config.getCurrentContext() == null Review Comment: Fixed in 6856c5178. Probed `Config.autoConfigure` first: with a kubeconfig that has contexts but selects none, `getCurrentContext()` is null while `getContexts()` is not empty, and with no kubeconfig at all `getContexts()` is empty. So the default lookup is now rejected when there is no current context but there are contexts, with "has no current context". `testDefaultLookupWithoutUsableCluster` covers a file without `current-context`, one whose `current-context` doesn't exist, and that a lookup which finds no kubeconfig still passes. One shape can't be told apart from "no kubeconfig" this way and still passes: a kubeconfig that defines no contexts at all. _🤖 Addressed by [Claude Code](https://claude.com/claude-code)_ ########## plugins/k8s-job-executor/src/main/java/org/apache/gravitino/job/k8s/K8sClientUtils.java: ########## @@ -0,0 +1,255 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, 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.apache.gravitino.job.k8s; + +import com.google.common.base.Preconditions; +import io.fabric8.kubernetes.client.Config; +import io.fabric8.kubernetes.client.ConfigBuilder; +import io.fabric8.kubernetes.client.KubernetesClient; +import io.fabric8.kubernetes.client.KubernetesClientBuilder; +import io.fabric8.kubernetes.client.OAuthTokenProvider; +import java.io.File; +import java.io.IOException; +import java.io.UncheckedIOException; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.nio.file.attribute.FileTime; +import java.util.concurrent.TimeUnit; +import java.util.regex.Pattern; +import javax.annotation.Nullable; +import org.apache.commons.lang3.StringUtils; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +/** Creates the Kubernetes client of the job cluster from the job executor configurations. */ +public final class K8sClientUtils { + + /** + * An {@link OAuthTokenProvider} that reads the token from a file, and reads it again whenever the + * file changes, so that a rotated token is picked up without restarting the server. + */ + static final class FileTokenProvider implements OAuthTokenProvider { + + // How often a token file that stays empty or unreadable is reported. + private static final long FAILURE_LOG_INTERVAL_NANOS = TimeUnit.MINUTES.toNanos(5); + + private final Path tokenFile; + + private FileTime lastModified; + + private String token; + + private boolean failing; + + private long failureLoggedAtNanos; + + FileTokenProvider(Path tokenFile) { + this.tokenFile = tokenFile; + } + + @Override + public synchronized String getToken() { + try { + FileTime modified = Files.getLastModifiedTime(tokenFile); + if (token == null || !modified.equals(lastModified)) { + String content = new String(Files.readAllBytes(tokenFile), StandardCharsets.UTF_8).trim(); + if (StringUtils.isBlank(content)) { + if (token == null) { + throw new IllegalStateException("The token file " + tokenFile + " is empty"); + } + // The file is being rewritten. Its modification time isn't remembered: the new token + // may be written within the same tick of the file system's clock, and would then + // never be read. + return keepToken("is empty", null); + } + token = content; + lastModified = modified; + } + } catch (IOException e) { + if (token == null) { + throw new UncheckedIOException("Failed to read the token file " + tokenFile, e); + } + // For example, the file is being replaced. + return keepToken("can't be read", e); + } + failing = false; + return token; + } + + /** + * Keeps the token read before while the file has no token, checking the file again on the next + * request. The problem is reported when it starts, and then at an interval rather than on every + * request, so that a file that stays broken remains visible without flooding the log. + */ + private String keepToken(String problem, @Nullable IOException cause) { + long now = System.nanoTime(); + if (!failing || now - failureLoggedAtNanos >= FAILURE_LOG_INTERVAL_NANOS) { + LOG.warn( + "The token file {} {}, keeping the token read before. Requests will fail once that" + + " token expires", + tokenFile, + problem, + cause); + failing = true; + failureLoggedAtNanos = now; + } + return token; + } + } + + private static final Logger LOG = LoggerFactory.getLogger(K8sClientUtils.class); + + private static final Pattern SERVER_SCHEME = + Pattern.compile("^https?://", Pattern.CASE_INSENSITIVE); + + private K8sClientUtils() {} + + /** + * Creates the Kubernetes client of the job cluster. + * + * @param configs the job executor configurations + * @return the Kubernetes client + */ + public static KubernetesClient createClient(K8sJobExecutorConfigs configs) { + return new KubernetesClientBuilder().withConfig(createClientConfig(configs)).build(); + } + + /** + * Creates the Kubernetes client configuration of the job cluster. It is, by precedence: + * + * <ul> + * <li>the API server URL, with its CA certificate and token file, if the master URL is set; + * <li>the given kubeconfig file and context, if the kubeconfig is set; + * <li>fabric8's default lookup otherwise, that is the {@code KUBECONFIG} environment variable + * or {@code ~/.kube/config} with the given context, then the in-cluster service account. + * </ul> + * + * <p>In every case the default namespace of the client is the namespace of the job executor + * configurations, rather than the one of the kubeconfig context or of the pod Gravitino runs in. + * The connection timeout, the request timeout and the number of request retries are the ones of + * the job executor configurations too. They bound how long a call to the client waits while the + * job cluster is down: with the defaults, about 15 seconds if the API server can't be reached. + * + * @param configs the job executor configurations + * @return the Kubernetes client configuration + * @throws IllegalArgumentException if a configured file doesn't exist, the token file has no + * token, or the kubeconfig has no context that selects a cluster with a server + */ + static Config createClientConfig(K8sJobExecutorConfigs configs) { + Config config = createConnectionConfig(configs); + config.setNamespace(configs.namespace()); + // The client would otherwise try a request again 10 times, which holds a status query or a + // job submission for about two minutes while the job cluster can't be reached. + config.setConnectionTimeout(configs.connectionTimeoutMs()); + config.setRequestTimeout(configs.requestTimeoutMs()); + config.setRequestRetryBackoffLimit(configs.requestRetries()); + return config; + } + + private static Config createConnectionConfig(K8sJobExecutorConfigs configs) { + if (configs.masterUrl() != null) { + ConfigBuilder builder = new ConfigBuilder(Config.empty()).withMasterUrl(configs.masterUrl()); + if (configs.caCertFile() != null) { + checkFileExists(configs.caCertFile(), K8sJobExecutorConfigs.CA_CERT_FILE); + builder.withCaCertFile(configs.caCertFile()); + } + if (configs.tokenFile() != null) { + checkFileExists(configs.tokenFile(), K8sJobExecutorConfigs.TOKEN_FILE); + FileTokenProvider tokenProvider = new FileTokenProvider(Paths.get(configs.tokenFile())); + // Read the token once now, so that a file without a token fails the startup rather than + // the first request. + try { + tokenProvider.getToken(); + } catch (IllegalStateException | UncheckedIOException e) { + throw new IllegalArgumentException( + String.format( + "No token can be read from the file %s set by %s", + configs.tokenFile(), K8sJobExecutorConfigs.TOKEN_FILE), + e); + } + builder.withOauthTokenProvider(tokenProvider); + } + return builder.build(); + } + + Config config; + if (configs.kubeconfig() != null) { + checkFileExists(configs.kubeconfig(), K8sJobExecutorConfigs.KUBECONFIG); + File kubeconfig = new File(configs.kubeconfig()); + String server = K8sKubeconfigUtils.getSelectedServer(kubeconfig, configs.context()); + config = Config.fromKubeconfig(configs.context(), kubeconfig); + // The client reads the file itself, so make sure it ended up with the server found above. + // This is a safety net with no known input that triggers it: it only fails if the client + // reads a kubeconfig differently from the check above, or the file changes in between. + Preconditions.checkArgument( + getHostAndPath(server).equals(getHostAndPath(config.getMasterUrl())), + "The kubeconfig %s set by %s selects the server %s, but the client would use %s", + configs.kubeconfig(), + K8sJobExecutorConfigs.KUBECONFIG, + server, + config.getMasterUrl()); + } else { + config = Config.autoConfigure(configs.context()); + // The default lookup may merge several kubeconfig files, so they aren't checked one by one. + // A context was found in them if there is a current context, and a context that selects a + // cluster with a server moves the client off its default API server. If it is still there, + // the context selects none, and the client would silently run the jobs in the cluster + // Gravitino runs in. + Preconditions.checkArgument( + config.getCurrentContext() == null + || !getHostAndPath(Config.DEFAULT_MASTER_URL) + .equals(getHostAndPath(config.getMasterUrl())), + "The context %s of the kubeconfig found by the default lookup selects no cluster with a" + + " server. Fix that kubeconfig, or set %s or %s. To use the API server %s itself," + + " set it by %s", + config.getCurrentContext() == null ? null : config.getCurrentContext().getName(), + K8sJobExecutorConfigs.KUBECONFIG, + K8sJobExecutorConfigs.MASTER_URL, + Config.DEFAULT_MASTER_URL, + K8sJobExecutorConfigs.MASTER_URL); + } + + // The client falls back to the current context if the given one doesn't exist, which would + // silently run the jobs in another cluster. + String context = + config.getCurrentContext() == null ? null : config.getCurrentContext().getName(); + Preconditions.checkArgument( Review Comment: Fixed in 6856c5178: the check of the configured context now runs first in the default lookup, so `context=prod` against a kubeconfig without `prod` reports "The context prod set by context doesn't exist ..." even when the current context it would fall back to is broken too. Covered in `testDefaultLookupWithoutUsableCluster`. _🤖 Addressed by [Claude Code](https://claude.com/claude-code)_ ########## plugins/k8s-job-executor/src/main/java/org/apache/gravitino/job/k8s/K8sClientUtils.java: ########## @@ -0,0 +1,255 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, + * software distributed under the License is distributed on an + * "AS IS" BASIS, 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.apache.gravitino.job.k8s; + +import com.google.common.base.Preconditions; +import io.fabric8.kubernetes.client.Config; +import io.fabric8.kubernetes.client.ConfigBuilder; +import io.fabric8.kubernetes.client.KubernetesClient; +import io.fabric8.kubernetes.client.KubernetesClientBuilder; +import io.fabric8.kubernetes.client.OAuthTokenProvider; +import java.io.File; +import java.io.IOException; +import java.io.UncheckedIOException; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.nio.file.attribute.FileTime; +import java.util.concurrent.TimeUnit; +import java.util.regex.Pattern; +import javax.annotation.Nullable; +import org.apache.commons.lang3.StringUtils; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +/** Creates the Kubernetes client of the job cluster from the job executor configurations. */ +public final class K8sClientUtils { + + /** + * An {@link OAuthTokenProvider} that reads the token from a file, and reads it again whenever the + * file changes, so that a rotated token is picked up without restarting the server. + */ + static final class FileTokenProvider implements OAuthTokenProvider { + + // How often a token file that stays empty or unreadable is reported. + private static final long FAILURE_LOG_INTERVAL_NANOS = TimeUnit.MINUTES.toNanos(5); + + private final Path tokenFile; + + private FileTime lastModified; + + private String token; + + private boolean failing; + + private long failureLoggedAtNanos; + + FileTokenProvider(Path tokenFile) { + this.tokenFile = tokenFile; + } + + @Override + public synchronized String getToken() { + try { + FileTime modified = Files.getLastModifiedTime(tokenFile); + if (token == null || !modified.equals(lastModified)) { + String content = new String(Files.readAllBytes(tokenFile), StandardCharsets.UTF_8).trim(); + if (StringUtils.isBlank(content)) { + if (token == null) { + throw new IllegalStateException("The token file " + tokenFile + " is empty"); + } + // The file is being rewritten. Its modification time isn't remembered: the new token + // may be written within the same tick of the file system's clock, and would then + // never be read. + return keepToken("is empty", null); + } + token = content; + lastModified = modified; + } + } catch (IOException e) { + if (token == null) { + throw new UncheckedIOException("Failed to read the token file " + tokenFile, e); + } + // For example, the file is being replaced. + return keepToken("can't be read", e); + } + failing = false; + return token; + } + + /** + * Keeps the token read before while the file has no token, checking the file again on the next + * request. The problem is reported when it starts, and then at an interval rather than on every + * request, so that a file that stays broken remains visible without flooding the log. + */ + private String keepToken(String problem, @Nullable IOException cause) { + long now = System.nanoTime(); + if (!failing || now - failureLoggedAtNanos >= FAILURE_LOG_INTERVAL_NANOS) { + LOG.warn( + "The token file {} {}, keeping the token read before. Requests will fail once that" + + " token expires", + tokenFile, + problem, + cause); + failing = true; + failureLoggedAtNanos = now; + } + return token; + } + } + + private static final Logger LOG = LoggerFactory.getLogger(K8sClientUtils.class); + + private static final Pattern SERVER_SCHEME = + Pattern.compile("^https?://", Pattern.CASE_INSENSITIVE); + + private K8sClientUtils() {} + + /** + * Creates the Kubernetes client of the job cluster. + * + * @param configs the job executor configurations + * @return the Kubernetes client + */ + public static KubernetesClient createClient(K8sJobExecutorConfigs configs) { + return new KubernetesClientBuilder().withConfig(createClientConfig(configs)).build(); + } + + /** + * Creates the Kubernetes client configuration of the job cluster. It is, by precedence: + * + * <ul> + * <li>the API server URL, with its CA certificate and token file, if the master URL is set; + * <li>the given kubeconfig file and context, if the kubeconfig is set; + * <li>fabric8's default lookup otherwise, that is the {@code KUBECONFIG} environment variable + * or {@code ~/.kube/config} with the given context, then the in-cluster service account. + * </ul> + * + * <p>In every case the default namespace of the client is the namespace of the job executor + * configurations, rather than the one of the kubeconfig context or of the pod Gravitino runs in. + * The connection timeout, the request timeout and the number of request retries are the ones of + * the job executor configurations too. They bound how long a call to the client waits while the + * job cluster is down: with the defaults, about 15 seconds if the API server can't be reached. + * + * @param configs the job executor configurations + * @return the Kubernetes client configuration + * @throws IllegalArgumentException if a configured file doesn't exist, the token file has no + * token, or the kubeconfig has no context that selects a cluster with a server + */ + static Config createClientConfig(K8sJobExecutorConfigs configs) { + Config config = createConnectionConfig(configs); + config.setNamespace(configs.namespace()); + // The client would otherwise try a request again 10 times, which holds a status query or a + // job submission for about two minutes while the job cluster can't be reached. + config.setConnectionTimeout(configs.connectionTimeoutMs()); + config.setRequestTimeout(configs.requestTimeoutMs()); + config.setRequestRetryBackoffLimit(configs.requestRetries()); Review Comment: Thanks, both are fair questions for #13700. 1. **Serial status poll.** No, #13700 doesn't short-circuit a round today. It is actually worse than N x 16 s: a failed namespace LIST is cached for `statusCacheTtlInMs` (5 s), which is shorter than the time the failure takes, and each job then falls back to its own GET. I'll fix that in #13700: a status query will fail without the GET fallback when the LIST failed because the API server couldn't be reached, and that failure will be remembered long enough for the rest of the round to fail fast. JobManager keeps a job unchanged when its status query throws, so the jobs are simply picked up by the next round. In this PR, 6856c5178 adds the 3 x `requestTimeoutInMs` case to the Javadoc. 2. **Non-idempotent retries.** Yes. On 409 from the create, #13700 reads the existing SparkApplication and treats the job as submitted only if it carries the job id label of this job and isn't being deleted; otherwise the submission fails. So a create that succeeded but whose response timed out is adopted by the retry, not orphaned. The resource name is derived from the Gravitino job id, so the retry can't create a second one. _🤖 Replied by [Claude Code](https://claude.com/claude-code)_ -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
