ollama/runners/common.go
Daniel Hiltgen 05cd82ef94
Rename gpu package discover (#7143)
Cleaning up go package naming
2024-10-16 17:45:00 -07:00

384 lines
10 KiB
Go

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