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

123 lines
4.1 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 (
"bytes"
"context"
"encoding/json"
"fmt"
"io"
"net/http"
"net/url"
"sigs.k8s.io/controller-runtime/pkg/log"
)
// loadLoRA loads a LoRA model on a single endpoint
func (c *Client) loadLoRA(ctx context.Context, address, modelName, sourceURI string) error {
logs := log.FromContext(ctx)
// Build request body with source object
loadReq := map[string]interface{}{
"lora_name": modelName,
"source": map[string]interface{}{
"uri": sourceURI,
},
}
loadBody, err := json.Marshal(loadReq)
if err != nil {
return fmt.Errorf("failed to marshal load LoRA request: %w", err)
}
// Build URL robustly using url.JoinPath to handle trailing slashes
// Pass path segments without leading slash to preserve any existing path in address (e.g., /v1)
apiURL, err := url.JoinPath(address, "v1", "loras")
if err != nil {
return fmt.Errorf("failed to construct load LoRA URL: %w", err)
}
req, err := http.NewRequestWithContext(ctx, "POST", apiURL, bytes.NewBuffer(loadBody))
if err != nil {
return fmt.Errorf("failed to create load LoRA request: %w", err)
}
req.Header.Set("Content-Type", "application/json")
resp, err := c.httpClient.Do(req)
if err != nil {
return fmt.Errorf("failed to call load LoRA endpoint: %w", err)
}
defer func() {
if closeErr := resp.Body.Close(); closeErr != nil {
logs.V(1).Info("Failed to close response body", "error", closeErr)
}
}()
if resp.StatusCode < 200 || resp.StatusCode >= 300 {
body, _ := io.ReadAll(resp.Body)
logs.V(1).Info("Load LoRA failed", "address", address, "status", resp.StatusCode, "body", string(body))
return fmt.Errorf("load LoRA failed with status %d: %s", resp.StatusCode, string(body))
}
logs.Info("Successfully loaded LoRA", "address", address, "modelName", modelName, "sourceURI", sourceURI)
return nil
}
// unloadLoRA unloads a LoRA model from a single endpoint
func (c *Client) unloadLoRA(ctx context.Context, address, modelName string) error {
logs := log.FromContext(ctx)
// Build URL robustly using url.JoinPath to handle trailing slashes and encode modelName
// Pass path segments without leading slash to preserve any existing path in address (e.g., /v1)
apiURL, err := url.JoinPath(address, "v1", "loras", modelName)
if err != nil {
logs.V(1).Info("Failed to construct unload LoRA URL", "error", err)
return fmt.Errorf("failed to construct unload LoRA URL: %w", err)
}
req, err := http.NewRequestWithContext(ctx, "DELETE", apiURL, nil)
if err != nil {
logs.V(1).Info("Failed to create unload LoRA request", "error", err)
return fmt.Errorf("failed to create unload LoRA request: %w", err)
}
resp, err := c.httpClient.Do(req)
if err != nil {
logs.V(1).Info("Failed to call unload LoRA endpoint", "address", address, "error", err)
return fmt.Errorf("failed to call unload LoRA endpoint: %w", err)
}
defer func() {
if closeErr := resp.Body.Close(); closeErr != nil {
logs.V(1).Info("Failed to close response body", "error", closeErr)
}
}()
if resp.StatusCode < 200 || resp.StatusCode >= 300 {
body, _ := io.ReadAll(resp.Body)
logs.V(1).Info("Unload LoRA endpoint returned error status",
"address", address,
"status", resp.StatusCode,
"body", string(body))
return fmt.Errorf("unload LoRA failed with status %d: %s", resp.StatusCode, string(body))
}
logs.V(1).Info("Successfully unloaded LoRA", "address", address, "modelName", modelName)
return nil
}