LocalAI/pkg/utils/uri.go
Ettore Di Giacinto 1fc3a375df
feat: inline templates and accept URLs in models (#1452)
* feat: Allow inline templates

* feat: Allow to specify url in model config files

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

* feat: support 'huggingface://' format

* style: reuse-code from gallery

---------

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2023-12-18 18:58:44 +01:00

243 lines
6.4 KiB
Go

package utils
import (
"crypto/md5"
"crypto/sha256"
"fmt"
"hash"
"io"
"net/http"
"os"
"path/filepath"
"strconv"
"strings"
"github.com/rs/zerolog/log"
)
const (
githubURI = "github:"
)
func GetURI(url string, f func(url string, i []byte) error) error {
if strings.HasPrefix(url, githubURI) {
parts := strings.Split(url, ":")
repoParts := strings.Split(parts[1], "@")
branch := "main"
if len(repoParts) > 1 {
branch = repoParts[1]
}
repoPath := strings.Split(repoParts[0], "/")
org := repoPath[0]
project := repoPath[1]
projectPath := strings.Join(repoPath[2:], "/")
url = fmt.Sprintf("https://raw.githubusercontent.com/%s/%s/%s/%s", org, project, branch, projectPath)
}
if strings.HasPrefix(url, "file://") {
rawURL := strings.TrimPrefix(url, "file://")
// checks if the file is symbolic, and resolve if so - otherwise, this function returns the path unmodified.
resolvedFile, err := filepath.EvalSymlinks(rawURL)
if err != nil {
return err
}
// Read the response body
body, err := os.ReadFile(resolvedFile)
if err != nil {
return err
}
// Unmarshal YAML data into a struct
return f(url, body)
}
// Send a GET request to the URL
response, err := http.Get(url)
if err != nil {
return err
}
defer response.Body.Close()
// Read the response body
body, err := io.ReadAll(response.Body)
if err != nil {
return err
}
// Unmarshal YAML data into a struct
return f(url, body)
}
func ConvertURL(s string) string {
switch {
case strings.HasPrefix(s, "huggingface://"):
repository := strings.Replace(s, "huggingface://", "", 1)
// convert repository to a full URL.
// e.g. TheBloke/Mixtral-8x7B-v0.1-GGUF/mixtral-8x7b-v0.1.Q2_K.gguf@main -> https://huggingface.co/TheBloke/Mixtral-8x7B-v0.1-GGUF/resolve/main/mixtral-8x7b-v0.1.Q2_K.gguf
owner := strings.Split(repository, "/")[0]
repo := strings.Split(repository, "/")[1]
branch := "main"
if strings.Contains(repo, "@") {
branch = strings.Split(repository, "@")[1]
}
filepath := strings.Split(repository, "/")[2]
if strings.Contains(filepath, "@") {
filepath = strings.Split(filepath, "@")[0]
}
return fmt.Sprintf("https://huggingface.co/%s/%s/resolve/%s/%s", owner, repo, branch, filepath)
}
return s
}
func DownloadFile(url string, filePath, sha string, downloadStatus func(string, string, string, float64)) error {
url = ConvertURL(url)
// Check if the file already exists
_, err := os.Stat(filePath)
if err == nil {
// File exists, check SHA
if sha != "" {
// Verify SHA
calculatedSHA, err := calculateSHA(filePath)
if err != nil {
return fmt.Errorf("failed to calculate SHA for file %q: %v", filePath, err)
}
if calculatedSHA == sha {
// SHA matches, skip downloading
log.Debug().Msgf("File %q already exists and matches the SHA. Skipping download", filePath)
return nil
}
// SHA doesn't match, delete the file and download again
err = os.Remove(filePath)
if err != nil {
return fmt.Errorf("failed to remove existing file %q: %v", filePath, err)
}
log.Debug().Msgf("Removed %q (SHA doesn't match)", filePath)
} else {
// SHA is missing, skip downloading
log.Debug().Msgf("File %q already exists. Skipping download", filePath)
return nil
}
} else if !os.IsNotExist(err) {
// Error occurred while checking file existence
return fmt.Errorf("failed to check file %q existence: %v", filePath, err)
}
log.Info().Msgf("Downloading %q", url)
// Download file
resp, err := http.Get(url)
if err != nil {
return fmt.Errorf("failed to download file %q: %v", filePath, err)
}
defer resp.Body.Close()
// Create parent directory
err = os.MkdirAll(filepath.Dir(filePath), 0755)
if err != nil {
return fmt.Errorf("failed to create parent directory for file %q: %v", filePath, err)
}
// Create and write file content
outFile, err := os.Create(filePath)
if err != nil {
return fmt.Errorf("failed to create file %q: %v", filePath, err)
}
defer outFile.Close()
progress := &progressWriter{
fileName: filePath,
total: resp.ContentLength,
hash: sha256.New(),
downloadStatus: downloadStatus,
}
_, err = io.Copy(io.MultiWriter(outFile, progress), resp.Body)
if err != nil {
return fmt.Errorf("failed to write file %q: %v", filePath, err)
}
if sha != "" {
// Verify SHA
calculatedSHA := fmt.Sprintf("%x", progress.hash.Sum(nil))
if calculatedSHA != sha {
log.Debug().Msgf("SHA mismatch for file %q ( calculated: %s != metadata: %s )", filePath, calculatedSHA, sha)
return fmt.Errorf("SHA mismatch for file %q ( calculated: %s != metadata: %s )", filePath, calculatedSHA, sha)
}
} else {
log.Debug().Msgf("SHA missing for %q. Skipping validation", filePath)
}
log.Info().Msgf("File %q downloaded and verified", filePath)
if IsArchive(filePath) {
basePath := filepath.Dir(filePath)
log.Info().Msgf("File %q is an archive, uncompressing to %s", filePath, basePath)
if err := ExtractArchive(filePath, basePath); err != nil {
log.Debug().Msgf("Failed decompressing %q: %s", filePath, err.Error())
return err
}
}
return nil
}
type progressWriter struct {
fileName string
total int64
written int64
downloadStatus func(string, string, string, float64)
hash hash.Hash
}
func (pw *progressWriter) Write(p []byte) (n int, err error) {
n, err = pw.hash.Write(p)
pw.written += int64(n)
if pw.total > 0 {
percentage := float64(pw.written) / float64(pw.total) * 100
//log.Debug().Msgf("Downloading %s: %s/%s (%.2f%%)", pw.fileName, formatBytes(pw.written), formatBytes(pw.total), percentage)
pw.downloadStatus(pw.fileName, formatBytes(pw.written), formatBytes(pw.total), percentage)
} else {
pw.downloadStatus(pw.fileName, formatBytes(pw.written), "", 0)
}
return
}
// MD5 of a string
func MD5(s string) string {
return fmt.Sprintf("%x", md5.Sum([]byte(s)))
}
func formatBytes(bytes int64) string {
const unit = 1024
if bytes < unit {
return strconv.FormatInt(bytes, 10) + " B"
}
div, exp := int64(unit), 0
for n := bytes / unit; n >= unit; n /= unit {
div *= unit
exp++
}
return fmt.Sprintf("%.1f %ciB", float64(bytes)/float64(div), "KMGTPE"[exp])
}
func calculateSHA(filePath string) (string, error) {
file, err := os.Open(filePath)
if err != nil {
return "", err
}
defer file.Close()
hash := sha256.New()
if _, err := io.Copy(hash, file); err != nil {
return "", err
}
return fmt.Sprintf("%x", hash.Sum(nil)), nil
}