dynamo/deploy/operator/internal/modelendpoint/discovery.go

111 lines
3.2 KiB
Go

/*
* SPDX-FileCopyrightText: Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: Apache-2.0
*
* Licensed 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 modelendpoint
import (
"context"
"net"
"strconv"
discoveryv1 "k8s.io/api/discovery/v1"
"k8s.io/apimachinery/pkg/types"
"sigs.k8s.io/controller-runtime/pkg/client"
"sigs.k8s.io/controller-runtime/pkg/log"
"sigs.k8s.io/controller-runtime/pkg/reconcile"
"github.com/ai-dynamo/dynamo/deploy/operator/api/v1alpha1"
)
// ExtractCandidates extracts endpoint candidates from EndpointSlices
// Returns all pod-backed endpoints regardless of ready status
// The readiness will be determined by probing (for LoRA models) or set to false (for base models)
func ExtractCandidates(endpointSlices *discoveryv1.EndpointSliceList, port int32) ([]Candidate, map[string]bool) {
var candidates []Candidate
serviceNames := make(map[string]bool)
for _, slice := range endpointSlices.Items {
serviceName := slice.Labels[discoveryv1.LabelServiceName]
if serviceName != "" {
serviceNames[serviceName] = true
}
for _, ep := range slice.Endpoints {
if len(ep.Addresses) == 0 {
continue
}
// Get pod name from TargetRef - skip if not a Pod
if ep.TargetRef == nil || ep.TargetRef.Kind != "Pod" {
continue
}
podName := ep.TargetRef.Name
for _, addr := range ep.Addresses {
address := "http://" + net.JoinHostPort(addr, strconv.Itoa(int(port)))
candidates = append(candidates, Candidate{
Address: address,
PodName: podName,
})
}
}
}
return candidates, serviceNames
}
// FindModelsForBaseModel finds all DynamoModels that match a specific index value
// Uses field indexer for efficient O(1) lookup
// The indexValue can be a base model name or hash, depending on the indexField
func FindModelsForBaseModel(
ctx context.Context,
c client.Client,
namespace string,
indexValue string,
indexField string,
) ([]reconcile.Request, error) {
logs := log.FromContext(ctx)
models := &v1alpha1.DynamoModelList{}
if err := c.List(ctx, models,
client.InNamespace(namespace),
client.MatchingFields{indexField: indexValue},
); err != nil {
logs.Error(err, "Failed to list DynamoModels", "indexField", indexField, "indexValue", indexValue)
return nil, err
}
requests := make([]reconcile.Request, 0, len(models.Items))
for _, model := range models.Items {
requests = append(requests, reconcile.Request{
NamespacedName: types.NamespacedName{
Name: model.Name,
Namespace: model.Namespace,
},
})
}
if len(requests) > 0 {
logs.V(1).Info("Found DynamoModels for index value",
"indexField", indexField,
"indexValue", indexValue,
"count", len(requests))
}
return requests, nil
}