CI / test (push) Failing after 7m17s
From review. A mirror set already on the node is looked at again, not trusted for having been fetched once; Pickled cuts a query or a fragment from any source, hf: too; .pt2 is a pickle. The flag check reads a flag as the engine does: underscores as dashes and any beginning of a refused flag as that flag, since argparse takes --trust-remote for --trust-remote-code; SGLang refuses --load-format, which would undo the agent's safetensors. TripoSR's preset says allow_pickle: without it the preset could not be added and the presets pass failed on it each time. A shared ComfyUI environment's hidden entry takes its first member's allow_pickle, as it takes its source. The GenAI trace attributes made temperature and top_p typed fields of the request's parse, so "0.7" as a string was a 400; they are read loosely, as they are read only for the trace. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
190 lines
6.1 KiB
Go
190 lines
6.1 KiB
Go
package weights
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import (
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"context"
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"crypto/sha256"
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"encoding/hex"
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"encoding/json"
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"fmt"
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"io"
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"net/http"
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"os"
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"path/filepath"
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"strings"
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)
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// IsSet reports whether a source names a set of files rather than one.
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//
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// By the trailing slash, which is the whole signal: "…/v1/model.gguf" is a file
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// and "…/v1/" is the version it belongs to. A flag beside the source would be a
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// second place for the two to disagree, and the URL already distinguishes a
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// directory from a file everywhere else on the web.
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func IsSet(source string) bool {
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return isRemote(source) && strings.HasSuffix(source, "/")
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}
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// manifest is what the mirror answers for a version.
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type manifest struct {
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Model string `json:"model"`
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Version string `json:"version"`
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Files []struct {
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Name string `json:"name"`
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Bytes int64 `json:"bytes"`
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SHA256 string `json:"sha256"`
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} `json:"files"`
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Bytes int64 `json:"bytes"`
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}
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// ensureSet downloads every file of a version into one directory.
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//
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// A directory, because that is what a multi-file model is: vLLM is handed the
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// folder and reads the shards and the config out of it, and llama.cpp is handed
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// the first part and finds the rest beside it. Downloading them into one place
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// is what makes either possible, and a catalog entry naming one file could
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// express neither.
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//
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// The whole set or nothing. A directory with three of four shards in it loads
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// as a broken model rather than failing to load, so a partial set is left
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// unfinished under its temporary name and the next attempt starts again.
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func (f *Fetcher) ensureSet(ctx context.Context, source string, allowPickle bool) (string, error) {
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dir, err := f.cachePath(strings.TrimSuffix(source, "/"))
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if err != nil {
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return "", err
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}
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// A complete set is marked by a file written last. Checking for the
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// directory alone would treat an interrupted download as finished, which is
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// exactly the failure the marker exists to prevent.
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done := filepath.Join(dir, ".complete")
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if _, err := os.Stat(done); err == nil {
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// Already here, maybe fetched for a model that allowed pickles, or
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// before they were refused: looked at again, not trusted.
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if !allowPickle {
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entries, _ := os.ReadDir(dir)
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for _, e := range entries {
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if Pickled(e.Name()) {
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return "", refusePickle(source + e.Name())
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}
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}
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}
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return dir, nil
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}
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m, err := f.manifestFor(ctx, source)
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if err != nil {
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return "", err
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}
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if len(m.Files) == 0 {
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return "", fmt.Errorf("%s holds no files", source)
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}
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// Refused whole rather than skipped: an engine given the directory
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// loads the pickle when there is no safetensors beside it.
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if !allowPickle {
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for _, file := range m.Files {
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if Pickled(file.Name) {
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return "", refusePickle(source + file.Name)
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}
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}
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}
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if err := os.MkdirAll(dir, 0o755); err != nil {
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return "", err
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}
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for _, file := range m.Files {
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// Rejected rather than joined: a name with a separator in it would
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// write outside the directory the mirror said it was in, and the
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// mirror is a place an operator copies files into by hand.
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if strings.ContainsAny(file.Name, `/\`) || file.Name == ".." {
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return "", fmt.Errorf("%s: the mirror offered a file named %q", source, file.Name)
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}
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target := filepath.Join(dir, file.Name)
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if st, err := os.Stat(target); err == nil && st.Size() == file.Bytes {
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continue
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}
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// Reported under the set's own address, because that is what the
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// shards are waiting on. Reusing fetch rather than writing a second
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// downloader keeps resume, the .part rename and the progress callback
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// in one place.
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if _, err := f.fetchAs(ctx, source+file.Name, source, target); err != nil {
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return "", err
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}
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}
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// Each file against the checksum the mirror took when it fetched it,
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// before the set is called complete: a shard damaged on the way loads as
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// a model that answers nonsense, not as an error.
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for _, file := range m.Files {
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if file.SHA256 == "" {
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continue
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}
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target := filepath.Join(dir, file.Name)
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got, err := fileSHA256(target)
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if err != nil {
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return "", err
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}
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if !strings.EqualFold(got, file.SHA256) {
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_ = os.Remove(target)
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return "", fmt.Errorf("%s%s: sha256 %s, the mirror has %s; removed, to be fetched again",
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source, file.Name, got, file.SHA256)
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}
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}
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if err := os.WriteFile(done, []byte(source+"\n"), 0o644); err != nil {
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return "", err
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}
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return dir, nil
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}
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// manifestFor asks the mirror what a version consists of.
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func (f *Fetcher) manifestFor(ctx context.Context, source string) (manifest, error) {
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req, err := http.NewRequestWithContext(ctx, http.MethodGet, source, nil)
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if err != nil {
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return manifest{}, err
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}
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client := f.Client
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if client == nil {
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client = &http.Client{}
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}
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resp, err := client.Do(req)
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if err != nil {
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return manifest{}, fmt.Errorf("asking %s what it holds: %w", source, err)
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}
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defer resp.Body.Close()
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if resp.StatusCode == http.StatusConflict {
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// Still downloading on the mirror, or a shard missing: said in the
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// mirror's words, which name what is not there yet.
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why, _ := io.ReadAll(io.LimitReader(resp.Body, 4<<10))
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return manifest{}, fmt.Errorf("%s is not complete on the mirror yet: %s", source, strings.TrimSpace(string(why)))
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}
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if resp.StatusCode != http.StatusOK {
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return manifest{}, fmt.Errorf("%s answered %d", source, resp.StatusCode)
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}
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var m manifest
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body, err := io.ReadAll(io.LimitReader(resp.Body, 1<<20))
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if err != nil {
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return manifest{}, err
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}
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if err := json.Unmarshal(body, &m); err != nil {
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// The likely cause is a plain file server with a directory index, which
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// answers HTML. Said plainly, because "invalid character '<'" sends
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// somebody looking at the wrong thing.
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return manifest{}, fmt.Errorf(
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"%s did not answer with a manifest; a source ending in / has to be a "+
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"mirror version, not a directory listing", source)
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}
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return m, nil
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}
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func fileSHA256(path string) (string, error) {
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f, err := os.Open(path) //nolint:gosec // a file this fetcher wrote
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if err != nil {
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return "", err
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}
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defer f.Close()
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h := sha256.New()
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if _, err := io.Copy(h, f); err != nil {
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return "", err
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}
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return hex.EncodeToString(h.Sum(nil)), nil
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}
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