2024-09-12 19:10:30 +00:00
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package runners
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import (
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"compress/gzip"
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"errors"
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"fmt"
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"io"
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"io/fs"
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"log/slog"
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"os"
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"path/filepath"
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"runtime"
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"slices"
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"strconv"
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"strings"
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"sync"
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"syscall"
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"golang.org/x/sync/errgroup"
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2024-10-17 00:45:00 +00:00
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"github.com/ollama/ollama/discover"
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2024-09-12 19:10:30 +00:00
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"github.com/ollama/ollama/envconfig"
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)
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const (
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binGlob = "*/*/*/*"
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)
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var (
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lock sync.Mutex
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runnersDir = ""
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)
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// Return the location where runners are stored
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// If runners are payloads, this will either extract them
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// or refresh them if any have disappeared due to tmp cleaners
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func Refresh(payloadFS fs.FS) (string, error) {
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lock.Lock()
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defer lock.Unlock()
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var err error
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// Wire up extra logging on our first load
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if runnersDir == "" {
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defer func() {
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var runners []string
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for v := range GetAvailableServers(runnersDir) {
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runners = append(runners, v)
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}
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slog.Info("Dynamic LLM libraries", "runners", runners)
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slog.Debug("Override detection logic by setting OLLAMA_LLM_LIBRARY")
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}()
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}
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if hasPayloads(payloadFS) {
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if runnersDir == "" {
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runnersDir, err = extractRunners(payloadFS)
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} else {
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err = refreshRunners(payloadFS, runnersDir)
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}
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} else if runnersDir == "" {
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runnersDir, err = locateRunners()
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}
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return runnersDir, err
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}
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func Cleanup(payloadFS fs.FS) {
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lock.Lock()
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defer lock.Unlock()
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if hasPayloads(payloadFS) && runnersDir != "" {
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// We want to fully clean up the tmpdir parent of the payloads dir
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tmpDir := filepath.Clean(filepath.Join(runnersDir, ".."))
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slog.Debug("cleaning up", "dir", tmpDir)
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err := os.RemoveAll(tmpDir)
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if err != nil {
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slog.Warn("failed to clean up", "dir", tmpDir, "err", err)
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}
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}
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}
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func locateRunners() (string, error) {
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exe, err := os.Executable()
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if err != nil {
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return "", err
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}
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cwd, err := os.Getwd()
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if err != nil {
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return "", err
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}
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var paths []string
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for _, root := range []string{filepath.Dir(exe), filepath.Join(filepath.Dir(exe), envconfig.LibRelativeToExe()), cwd} {
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paths = append(paths,
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root,
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filepath.Join(root, runtime.GOOS+"-"+runtime.GOARCH),
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filepath.Join(root, "dist", runtime.GOOS+"-"+runtime.GOARCH),
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)
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}
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// Try a few variations to improve developer experience when building from source in the local tree
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for _, path := range paths {
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candidate := filepath.Join(path, "lib", "ollama", "runners")
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if _, err := os.Stat(candidate); err == nil {
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return candidate, nil
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}
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}
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return "", fmt.Errorf("unable to locate runners in any search path %v", paths)
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}
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// Return true if we're carying nested payloads for the runners
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func hasPayloads(payloadFS fs.FS) bool {
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files, err := fs.Glob(payloadFS, binGlob)
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if err != nil || len(files) == 0 || (len(files) == 1 && strings.Contains(files[0], "placeholder")) {
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return false
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}
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return true
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}
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func extractRunners(payloadFS fs.FS) (string, error) {
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cleanupTmpDirs()
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tmpDir, err := os.MkdirTemp(envconfig.TmpDir(), "ollama")
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if err != nil {
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return "", fmt.Errorf("failed to generate tmp dir: %w", err)
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}
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// Track our pid so we can clean up orphaned tmpdirs
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n := filepath.Join(tmpDir, "ollama.pid")
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if err := os.WriteFile(n, []byte(strconv.Itoa(os.Getpid())), 0o644); err != nil {
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slog.Warn("failed to write pid file", "file", n, "error", err)
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}
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// We create a distinct subdirectory for payloads within the tmpdir
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// This will typically look like /tmp/ollama3208993108/runners on linux
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rDir := filepath.Join(tmpDir, "runners")
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slog.Info("extracting embedded files", "dir", rDir)
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return rDir, refreshRunners(payloadFS, rDir)
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}
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func refreshRunners(payloadFS fs.FS, rDir string) error {
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// extract or refresh server libraries
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err := extractFiles(payloadFS, rDir, binGlob)
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if err != nil {
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return fmt.Errorf("extract binaries: %v", err)
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}
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return nil
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}
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// extract extracts the embedded files to the target directory
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func extractFiles(payloadFS fs.FS, targetDir string, glob string) error {
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files, err := fs.Glob(payloadFS, glob)
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if err != nil || len(files) == 0 {
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// Should not happen
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return fmt.Errorf("extractFiles called without payload present")
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}
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if err := os.MkdirAll(targetDir, 0o755); err != nil {
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return fmt.Errorf("extractFiles could not mkdir %s: %v", targetDir, err)
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}
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g := new(errgroup.Group)
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// $OS/$GOARCH/$RUNNER/$FILE
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for _, file := range files {
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filename := file
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runner := filepath.Base(filepath.Dir(filename))
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slog.Debug("extracting", "runner", runner, "payload", filename)
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g.Go(func() error {
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srcf, err := payloadFS.Open(filename)
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if err != nil {
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return err
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}
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defer srcf.Close()
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src := io.Reader(srcf)
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if strings.HasSuffix(filename, ".gz") {
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src, err = gzip.NewReader(src)
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if err != nil {
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return fmt.Errorf("decompress payload %s: %v", filename, err)
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}
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filename = strings.TrimSuffix(filename, ".gz")
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}
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runnerDir := filepath.Join(targetDir, runner)
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if err := os.MkdirAll(runnerDir, 0o755); err != nil {
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return fmt.Errorf("extractFiles could not mkdir %s: %v", runnerDir, err)
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}
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base := filepath.Base(filename)
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destFilename := filepath.Join(runnerDir, base)
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_, err = os.Stat(destFilename)
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switch {
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case errors.Is(err, os.ErrNotExist):
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destFile, err := os.OpenFile(destFilename, os.O_WRONLY|os.O_CREATE|os.O_TRUNC, 0o755)
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if err != nil {
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return fmt.Errorf("write payload %s: %v", filename, err)
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}
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defer destFile.Close()
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if _, err := io.Copy(destFile, src); err != nil {
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return fmt.Errorf("copy payload %s: %v", filename, err)
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}
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case err != nil:
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return fmt.Errorf("stat payload %s: %v", filename, err)
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}
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return nil
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})
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}
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err = g.Wait()
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if err != nil {
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slog.Error("failed to extract files", "error", err)
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// If we fail to extract, the payload dir is most likely unusable, so cleanup whatever we extracted
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err := os.RemoveAll(targetDir)
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if err != nil {
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slog.Warn("failed to cleanup incomplete payload dir", "dir", targetDir, "error", err)
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}
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return err
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}
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return nil
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}
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// Best effort to clean up prior tmpdirs
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func cleanupTmpDirs() {
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tmpDir := envconfig.TmpDir()
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if tmpDir == "" {
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tmpDir = os.TempDir()
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}
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matches, err := filepath.Glob(filepath.Join(tmpDir, "ollama*", "ollama.pid"))
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if err != nil {
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return
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}
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for _, match := range matches {
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raw, err := os.ReadFile(match)
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if errors.Is(err, os.ErrNotExist) {
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slog.Debug("not a ollama runtime directory, skipping", "path", match)
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continue
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} else if err != nil {
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slog.Warn("could not read ollama.pid, skipping", "path", match, "error", err)
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continue
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}
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pid, err := strconv.Atoi(string(raw))
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if err != nil {
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slog.Warn("invalid pid, skipping", "path", match, "error", err)
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continue
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}
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p, err := os.FindProcess(pid)
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if err == nil && !errors.Is(p.Signal(syscall.Signal(0)), os.ErrProcessDone) {
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slog.Warn("process still running, skipping", "pid", pid, "path", match)
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continue
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}
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if err := os.Remove(match); err != nil {
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slog.Warn("could not cleanup stale pidfile", "path", match, "error", err)
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}
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runners := filepath.Join(filepath.Dir(match), "runners")
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if err := os.RemoveAll(runners); err != nil {
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slog.Warn("could not cleanup stale runners", "path", runners, "error", err)
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}
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if err := os.Remove(filepath.Dir(match)); err != nil {
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slog.Warn("could not cleanup stale tmpdir", "path", filepath.Dir(match), "error", err)
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}
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}
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}
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// directory names are the name of the runner and may contain an optional
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// variant prefixed with '_' as the separator. For example, "cuda_v11" and
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// "cuda_v12" or "cpu" and "cpu_avx2". Any library without a variant is the
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// lowest common denominator
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func GetAvailableServers(payloadsDir string) map[string]string {
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if payloadsDir == "" {
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slog.Error("empty runner dir")
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return nil
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}
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// glob payloadsDir for files that start with ollama_
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pattern := filepath.Join(payloadsDir, "*", "ollama_*")
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files, err := filepath.Glob(pattern)
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if err != nil {
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slog.Debug("could not glob", "pattern", pattern, "error", err)
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return nil
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}
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servers := make(map[string]string)
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for _, file := range files {
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slog.Debug("availableServers : found", "file", file)
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servers[filepath.Base(filepath.Dir(file))] = filepath.Dir(file)
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}
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return servers
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}
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// serversForGpu returns a list of compatible servers give the provided GPU
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// info, ordered by performance. assumes Init() has been called
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// TODO - switch to metadata based mapping
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2024-10-17 00:45:00 +00:00
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func ServersForGpu(info discover.GpuInfo) []string {
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// glob workDir for files that start with ollama_
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availableServers := GetAvailableServers(runnersDir)
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requested := info.Library
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2024-10-17 00:45:00 +00:00
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if info.Variant != discover.CPUCapabilityNone.String() {
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2024-09-12 19:10:30 +00:00
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requested += "_" + info.Variant
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}
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servers := []string{}
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// exact match first
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for a := range availableServers {
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if a == requested {
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servers = []string{a}
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if a == "metal" {
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return servers
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}
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break
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}
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}
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alt := []string{}
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// Then for GPUs load alternates and sort the list for consistent load ordering
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if info.Library != "cpu" {
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for a := range availableServers {
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if info.Library == strings.Split(a, "_")[0] && a != requested {
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alt = append(alt, a)
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}
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}
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slices.Sort(alt)
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servers = append(servers, alt...)
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}
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if !(runtime.GOOS == "darwin" && runtime.GOARCH == "arm64") {
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// Load up the best CPU variant if not primary requested
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if info.Library != "cpu" {
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variant := discover.GetCPUCapability()
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// If no variant, then we fall back to default
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// If we have a variant, try that if we find an exact match
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// Attempting to run the wrong CPU instructions will panic the
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// process
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2024-10-17 00:45:00 +00:00
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if variant != discover.CPUCapabilityNone {
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2024-09-12 19:10:30 +00:00
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for cmp := range availableServers {
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if cmp == "cpu_"+variant.String() {
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servers = append(servers, cmp)
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break
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}
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}
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} else {
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servers = append(servers, "cpu")
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}
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}
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if len(servers) == 0 {
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servers = []string{"cpu"}
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}
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}
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return servers
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}
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// Return the optimal server for this CPU architecture
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func ServerForCpu() string {
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if runtime.GOOS == "darwin" && runtime.GOARCH == "arm64" {
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return "metal"
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}
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2024-10-17 00:45:00 +00:00
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variant := discover.GetCPUCapability()
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availableServers := GetAvailableServers(runnersDir)
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2024-10-17 00:45:00 +00:00
|
|
|
if variant != discover.CPUCapabilityNone {
|
2024-09-12 19:10:30 +00:00
|
|
|
for cmp := range availableServers {
|
|
|
|
if cmp == "cpu_"+variant.String() {
|
|
|
|
return cmp
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
|
|
|
return "cpu"
|
|
|
|
}
|