io.ray.serve.dag.Graph Maven / Gradle / Ivy
package io.ray.serve.dag;
import com.google.common.base.Preconditions;
import io.ray.serve.deployment.Deployment;
import io.ray.serve.handle.DeploymentHandle;
import io.ray.serve.util.CollectionUtil;
import io.ray.serve.util.CommonUtil;
import io.ray.serve.util.DAGUtil;
import io.ray.serve.util.MessageFormatter;
import java.util.ArrayList;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import java.util.stream.Collectors;
import org.apache.commons.lang3.StringUtils;
public class Graph {
public static List build(DAGNode rayDagRootNode, String name) {
DAGNodeBase serveRootDag =
rayDagRootNode.applyRecursive(node -> transformRayDagToServeDag(node, name));
List deployments = extractDeployments(serveRootDag);
List deploymentsWithHttp = processIngressDeploymentInServeDag(deployments);
return deploymentsWithHttp;
}
private static List processIngressDeploymentInServeDag(List deployments) {
if (CollectionUtil.isEmpty(deployments)) {
return deployments;
}
Deployment ingressDeployment = deployments.get(deployments.size() - 1);
if (StringUtils.isBlank(ingressDeployment.getRoutePrefix())
|| StringUtils.equals(
ingressDeployment.getRoutePrefix(), "/" + ingressDeployment.getName())) {
ingressDeployment.setRoutePrefix("/");
}
for (int i = 0; i < deployments.size() - 1; i++) {
Deployment deployment = deployments.get(i);
Preconditions.checkArgument(
StringUtils.isBlank(deployment.getRoutePrefix())
|| StringUtils.equals(deployment.getRoutePrefix(), "/" + deployment.getName()),
MessageFormatter.format(
"Route prefix is only configurable on the ingress deployment. "
+ "Please do not set non-default route prefix: "
+ "{} on non-ingress deployment of the "
+ "serve DAG. ",
deployment.getRoutePrefix()));
deployment.setRoutePrefix(null);
}
return deployments;
}
public static DAGNodeBase transformRayDagToServeDag(DAGNodeBase dagNode, String appName) {
if (dagNode instanceof ClassNode) {
ClassNode clsNode = (ClassNode) dagNode;
Deployment deploymentShell =
(Deployment) clsNode.getBoundOtherArgsToResolve().get("deployment_schema");
String deploymentName = DAGUtil.getNodeName(clsNode);
if (!StringUtils.equals(
deploymentShell.getName(), CommonUtil.getDeploymentName(clsNode.getClassName()))) {
deploymentName = deploymentShell.getName();
}
String routePrefix =
StringUtils.isBlank(deploymentShell.getRoutePrefix())
|| !StringUtils.equals(deploymentShell.getRoutePrefix(), "/" + deploymentName)
? deploymentShell.getRoutePrefix()
: "/" + deploymentName;
Object[] replacedDeploymentInitArgs = new Object[clsNode.getBoundArgs().length];
for (int i = 0; i < clsNode.getBoundArgs().length; i++) {
replacedDeploymentInitArgs[i] =
clsNode.getBoundArgs()[i] instanceof DeploymentNode
? replaceWithHandle((DeploymentNode) clsNode.getBoundArgs()[i])
: clsNode.getBoundArgs()[i];
}
Deployment deployment =
deploymentShell
.options()
.setDeploymentDef(clsNode.getClassName())
.setName(deploymentName)
.setInitArgs(replacedDeploymentInitArgs)
.setRoutePrefix(routePrefix)
.create(false);
return new DeploymentNode(
deployment,
appName,
clsNode.getBoundArgs(),
clsNode.getBoundOptions(),
clsNode.getBoundOtherArgsToResolve());
}
return dagNode;
}
public static List extractDeployments(DAGNodeBase rootNode) {
Map deployments = new LinkedHashMap<>();
rootNode.applyRecursive(
node -> {
if (node instanceof DeploymentNode) {
Deployment deployment = ((DeploymentNode) node).getDeployment();
deployments.put(deployment.getName(), deployment);
}
return node;
});
return deployments.values().stream().collect(Collectors.toList());
}
public static Deployment getAndValidateIngressDeployment(List deployments) {
List ingressDeployments = new ArrayList<>();
for (Deployment deployment : deployments) {
if (StringUtils.isNotBlank(deployment.getRoutePrefix())) {
ingressDeployments.add(deployment);
}
}
Preconditions.checkArgument(
ingressDeployments.size() == 1,
MessageFormatter.format(
"Only one deployment in an Serve Application or DAG can have non-None route prefix. {} ingress deployments found: {}",
ingressDeployments.size(),
ingressDeployments));
ingressDeployments.get(0).setIngress(true);
return ingressDeployments.get(0);
}
public static DeploymentHandle replaceWithHandle(DAGNode node) {
if (node instanceof DeploymentNode) {
DeploymentNode deploymentNode = (DeploymentNode) node;
return new DeploymentHandle(
deploymentNode.getDeployment().getName(), deploymentNode.getAppName());
}
return null;
}
}
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