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/*
* 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.submarine.server.api.spec;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import org.apache.submarine.server.k8s.utils.K8sUtils;
/**
* ExperimentMeta is metadata that all experiments must have.
*/
public class ExperimentMeta {
public static final String SUBMARINE_EXPERIMENT_NAME = "submarine-experiment-name";
private String experimentId;
private String name;
private final String namespace;
private String framework;
private String cmd;
private Map<String, String> envVars = new HashMap<>();
private List<String> tags = new ArrayList<>();
public ExperimentMeta() {
namespace = K8sUtils.getNamespace();
}
/**
* Get the experiment name which is unique within a namespace.
* @return experiment name
*/
public String getName() {
return name;
}
/**
* Name must be unique within a namespace. Is required when creating experiment.
* @param name experiment name
*/
public void setName(String name) {
this.name = name;
}
/**
* Get the experiment id which is unique within a namespace.
* @return experiment id
*/
public String getExperimentId() {
return experimentId;
}
/**
* experiment id must be unique within a namespace. Is required when creating experiment.
* @param experimentId experiment id
*/
public void setExperimentId(String experimentId) {
this.experimentId = experimentId;
}
/**
* Get the namespace which defines the isolated space for each experiment.
* @return namespace
*/
public String getNamespace() {
return namespace;
}
/**
* Namespace defines the space within each name must be unique.
* @param namespace namespace
*/
public void setNamespace(String namespace) {
// TODO(kevin85421): Remove the function
return;
}
public String getFramework() {
return framework;
}
public void setFramework(String framework) {
this.framework = framework;
}
/**
* Get the entry command for task.
* @return cmd
*/
public String getCmd() {
return cmd;
}
/**
* The entry command for all tasks if the {@link ExperimentTaskSpec#getCmd()} not specified
* the cmd replaced with it.
* @param cmd entry command for task
*/
public void setCmd(String cmd) {
this.cmd = cmd;
}
/**
* The default env vars for task. If the @{@link ExperimentTaskSpec#getEnvVars()} not specified
* replaced with it.
* @return env vars
*/
public Map<String, String> getEnvVars() {
return envVars;
}
public void setEnvVars(Map<String, String> envVars) {
this.envVars = envVars;
}
/**
* The default tag list for task. If the @{@link ExperimentTaskSpec#getEnvVars()} not specified
* replaced with it.
* @return tags
*/
public List<String> getTags() {
return tags;
}
public void setTags(List<String> tags) {
this.tags = tags;
}
/**
* The {@link ExperimentMeta#framework} should be one of the below supported framework name.
*/
public enum SupportedMLFramework {
TENSORFLOW("tensorflow"),
PYTORCH("pytorch"),
XGBOOST("xgboost"),
UNKNOWN("known");
private final String name;
SupportedMLFramework(String frName) {
this.name = frName;
}
public String getName() {
return name;
}
public static String[] names() {
SupportedMLFramework[] frameworks = values();
String[] names = new String[frameworks.length];
for (int i = 0; i < frameworks.length; i++) {
names[i] = frameworks[i].name();
}
return names;
}
public static SupportedMLFramework valueOfName(String name) {
for (SupportedMLFramework framework : values()) {
if (framework.getName().equalsIgnoreCase(name)) {
return framework;
}
}
return UNKNOWN;
}
}
@Override
public String toString() {
return "ExperimentMeta{" +
"name='" + name + '\'' +
", experimentId='" + experimentId + '\'' +
", namespace='" + namespace + '\'' +
", framework='" + framework + '\'' +
", cmd='" + cmd + '\'' +
", envVars=" + envVars +
", tags=" + tags +
'}';
}
}