CI / test (push) Successful in 1m28s
Two things a cluster with many nodes and many GPUs needs that were missing, and they are the same thing seen from two distances. Idle tracking. The control plane knew what was placed and whether it was healthy, never whether anyone wanted it — so on a fleet with more models than cards there was no way to answer the first question anyone asks, which is what can I stop. The router is the only thing that knows, so it now reports it: a timestamp written in Acquire, where a request already meets an endpoint under a lock already held, and collected once a tick as a map. That shape is the point. Per-request notification would be a firehose carrying one bit — the newest timestamp wins — and this costs the same on four replicas as on four hundred. It travels through an interface in the direction opposite EndpointSink, for the same reason that one exists: the control plane decides what should run, the router knows whether anyone wants it, and neither should need to be in the other's process to say so. Unknown is kept distinct from idle throughout. A router that has just restarted knows nothing, and a zero timestamp would be the oldest idle replica in every comparison — so one restart would nominate an entire fleet for eviction. Absent from the map, "-" in the table, negative in the JSON, and IdleFor returns a second value rather than a duration anything could act on by mistake. ctl status. A per-node listing is right for four nodes and wrong for two hundred: how full am I, what is broken, what is holding cards nobody is using are aggregates, and reading them off a long table is a chore, which means it gets skipped. Capacity per GPU class with usage bars, free whole nodes per fabric — the number that decides whether a multi-node replica can land, since free cards on the wrong fabric are not capacity for a model that spans nodes — replica and model counts, models that cannot be placed, and what has gone unasked-for. Derived from the same state the tables show, so it cannot disagree with them. Unhealthy GPUs count as neither used nor free, because counting them free is how a cluster looks like it has room it does not. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
367 lines
9.6 KiB
Go
367 lines
9.6 KiB
Go
package cli
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import (
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"bytes"
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"context"
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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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"strings"
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"text/tabwriter"
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"time"
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"github.com/spf13/cobra"
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"gitea.mynodes.xyz/ilker/llmgw/internal/control/adminapi"
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)
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// ctlClient talks to a server's admin API.
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type ctlClient struct {
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base string
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http *http.Client
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}
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func newCtlClient(addr string) *ctlClient {
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if !strings.HasPrefix(addr, "http://") && !strings.HasPrefix(addr, "https://") {
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addr = "http://" + addr
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}
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return &ctlClient{
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base: strings.TrimRight(addr, "/"),
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http: &http.Client{Timeout: 15 * time.Second},
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}
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}
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func (c *ctlClient) get(ctx context.Context, path string, out any) error {
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return c.do(ctx, http.MethodGet, path, nil, out)
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}
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func (c *ctlClient) do(ctx context.Context, method, path string, body, out any) error {
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var rdr io.Reader
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if body != nil {
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b, err := json.Marshal(body)
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if err != nil {
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return err
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}
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rdr = bytes.NewReader(b)
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}
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req, err := http.NewRequestWithContext(ctx, method, c.base+path, rdr)
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if err != nil {
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return err
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}
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if body != nil {
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req.Header.Set("Content-Type", "application/json")
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}
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resp, err := c.http.Do(req)
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if err != nil {
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return fmt.Errorf("reaching the admin API at %s: %w\n"+
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"(is the server running, and is --server pointing at its admin_listen port?)", c.base, err)
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}
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defer resp.Body.Close()
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if resp.StatusCode != http.StatusOK {
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var e struct {
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Error string `json:"error"`
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}
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b, _ := io.ReadAll(io.LimitReader(resp.Body, 1<<12))
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if json.Unmarshal(b, &e) == nil && e.Error != "" {
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return fmt.Errorf("%s: %s", resp.Status, e.Error)
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}
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return fmt.Errorf("%s: %s", resp.Status, strings.TrimSpace(string(b)))
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}
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if out == nil {
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return nil
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}
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return json.NewDecoder(resp.Body).Decode(out)
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}
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func newCtlCmd() *cobra.Command {
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var (
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server string
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asJSON bool
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)
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cmd := &cobra.Command{
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Use: "ctl",
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Short: "Inspect and operate a running cluster",
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Long: "Talks to a server's admin API, which listens on admin_listen (:9090 by\n" +
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"default) rather than the client-facing port.",
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}
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cmd.PersistentFlags().StringVar(&server, "server", "127.0.0.1:9090", "admin API address")
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cmd.PersistentFlags().BoolVar(&asJSON, "json", false, "emit JSON")
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client := func() *ctlClient { return newCtlClient(server) }
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cmd.AddCommand(
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newNodesCmd(client, &asJSON),
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newModelsCmd(client, &asJSON),
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newReplicasCmd(client, &asJSON),
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newExplainCmd(client, &asJSON),
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newNodeStateCmd(client, "cordon", "cordoned",
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"Stop placing new work on a node; what runs there keeps running"),
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newNodeStateCmd(client, "uncordon", "ready",
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"Allow placement on a node again"),
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newNodeStateCmd(client, "drain", "draining",
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"Move work off a node, one replica at a time"),
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// cert works on files rather than the admin API, so --server does not
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// apply to it; it lives here because this is where operators look.
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newBenchCmd(&asJSON),
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newStatusCmd(client, &asJSON),
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newEngineCheckCmd(),
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newToolCheckCmd(),
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newCertCmd(),
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)
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return cmd
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}
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func newNodesCmd(client func() *ctlClient, asJSON *bool) *cobra.Command {
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return &cobra.Command{
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Use: "nodes",
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Short: "List nodes and their capacity",
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RunE: func(cmd *cobra.Command, _ []string) error {
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var nodes []adminapi.NodeView
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if err := client().get(cmd.Context(), "/api/v1/nodes", &nodes); err != nil {
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return err
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}
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if *asJSON {
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return emitJSON(nodes)
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}
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if len(nodes) == 0 {
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fmt.Println("No nodes have registered.")
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return nil
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}
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w := tab()
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fmt.Fprintln(w, "NODE\tSTATE\tGPUS\tMEM\tCLASSES\tFABRICS\tREPLICAS\tLAST SEEN")
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for _, n := range nodes {
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fmt.Fprintf(w, "%s\t%s\t%d/%d free\t%s\t%s\t%s\t%d\t%s\n",
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n.ID, n.State, n.GPUFree, n.GPUTotal, memColumn(n.MemoryGB),
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join(n.Classes), join(n.Fabrics), n.Replicas, n.LastSeenAgo)
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}
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_ = w.Flush()
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// Unhealthy GPUs are usually the answer when a node looks idle but
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// nothing schedules onto it.
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for _, n := range nodes {
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for _, p := range n.Unhealthy {
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fmt.Printf("\n%s: %s (kept out of placement)", n.ID, p)
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}
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}
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if hasUnhealthy(nodes) {
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fmt.Println()
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}
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return nil
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},
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}
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}
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// idleColumn shows how long a replica has gone unused.
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//
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// "-" for a replica nothing has reported use of, which is emphatically not the
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// same as idle forever: it is what every replica looks like before its first
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// request, and what they all look like after a router restart. Showing that as
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// a very large number would make an untouched fleet read as an abandoned one.
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func idleColumn(sec int64) string {
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if sec < 0 {
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return "-"
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}
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return (time.Duration(sec) * time.Second).Round(time.Second).String()
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}
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// memColumn shows a node's memory, distinguishing "did not say" from a number.
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// An older agent reports nothing, and that is not the same as a small machine.
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func memColumn(gb int) string {
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if gb <= 0 {
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return "-"
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}
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return fmt.Sprintf("%dG", gb)
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}
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func newModelsCmd(client func() *ctlClient, asJSON *bool) *cobra.Command {
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return &cobra.Command{
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Use: "models",
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Short: "List the catalog and how many replicas each model has",
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RunE: func(cmd *cobra.Command, _ []string) error {
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var models []adminapi.ModelView
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if err := client().get(cmd.Context(), "/api/v1/models", &models); err != nil {
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return err
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}
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if *asJSON {
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return emitJSON(models)
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}
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if len(models) == 0 {
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fmt.Println("The catalog is empty.")
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return nil
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}
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w := tab()
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fmt.Fprintln(w, "MODEL\tREPLICAS\tALIASES\tPROFILES\tFALLBACKS")
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for _, m := range models {
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replicas := fmt.Sprintf("%d/%d ready", m.Ready, m.Min)
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if m.Total > m.Ready {
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replicas += fmt.Sprintf(" (%d total)", m.Total)
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}
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fmt.Fprintf(w, "%s\t%s\t%s\t%s\t%s\n",
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m.Name, replicas, join(m.Aliases), join(m.Profiles), join(m.Fallbacks))
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}
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return w.Flush()
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},
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}
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}
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func newReplicasCmd(client func() *ctlClient, asJSON *bool) *cobra.Command {
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var model string
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c := &cobra.Command{
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Use: "replicas",
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Short: "List replicas and the shards they are made of",
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RunE: func(cmd *cobra.Command, _ []string) error {
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path := "/api/v1/replicas"
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if model != "" {
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path += "?model=" + model
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}
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var reps []adminapi.ReplicaView
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if err := client().get(cmd.Context(), path, &reps); err != nil {
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return err
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}
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if *asJSON {
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return emitJSON(reps)
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}
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if len(reps) == 0 {
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fmt.Println("No replicas are running.")
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return nil
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}
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w := tab()
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fmt.Fprintln(w, "REPLICA\tMODEL\tSTATE\tPOOL\tNODES\tAGE\tIDLE\tENDPOINT")
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for _, r := range reps {
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var nodes []string
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for _, s := range r.Shards {
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nodes = append(nodes, fmt.Sprintf("%s:%v", s.Node, s.GPUs))
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}
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fmt.Fprintf(w, "%s\t%s\t%s\t%s\t%s\t%s\t%s\t%s\n",
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r.ID, r.Model, r.State, r.Pool, join(nodes),
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(time.Duration(r.AgeSec) * time.Second).String(),
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idleColumn(r.IdleSec), r.Endpoint)
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}
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_ = w.Flush()
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for _, r := range reps {
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if r.Err != "" {
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fmt.Printf("\n%s: %s\n", r.ID, r.Err)
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}
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for _, s := range r.Shards {
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if s.Err != "" {
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fmt.Printf(" %s on %s: %s\n", s.ID, s.Node, s.Err)
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}
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}
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}
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return nil
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},
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}
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c.Flags().StringVar(&model, "model", "", "only this model's replicas")
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return c
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}
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func newExplainCmd(client func() *ctlClient, asJSON *bool) *cobra.Command {
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return &cobra.Command{
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Use: "explain-placement <model>",
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Short: "Explain why a model has not been placed",
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Long: "Prints every candidate placement considered and the reason it was\n" +
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"rejected. \"Unschedulable\" on its own says nothing about which of six\n" +
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"constraints bit.",
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Args: cobra.ExactArgs(1),
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RunE: func(cmd *cobra.Command, args []string) error {
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var v adminapi.ExplainView
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if err := client().get(cmd.Context(),
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"/api/v1/explain-placement?model="+args[0], &v); err != nil {
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return err
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}
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if *asJSON {
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return emitJSON(v)
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}
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if v.Placed && len(v.Rejections) == 0 {
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fmt.Printf("%s is placed; nothing was rejected.\n", v.Model)
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return nil
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}
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if len(v.Rejections) == 0 {
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fmt.Printf("No placement has been attempted for %s yet.\n", v.Model)
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return nil
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}
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if v.Placed {
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fmt.Printf("%s is placed. The candidates rejected along the way:\n\n", v.Model)
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} else {
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fmt.Printf("%s could not be placed. Every candidate and why:\n\n", v.Model)
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}
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w := tab()
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fmt.Fprintln(w, "PROFILE\tPOOL\tNODE\tREASON")
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for _, r := range v.Rejections {
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fmt.Fprintf(w, "%s\t%s\t%s\t%s\n", r.Profile, dash(r.Pool), dash(r.Node), r.Reason)
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}
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return w.Flush()
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},
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}
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}
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func newNodeStateCmd(client func() *ctlClient, use, state, short string) *cobra.Command {
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return &cobra.Command{
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Use: use + " <node>",
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Short: short,
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Args: cobra.ExactArgs(1),
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RunE: func(cmd *cobra.Command, args []string) error {
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var out map[string]string
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err := client().do(cmd.Context(), http.MethodPost,
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"/api/v1/nodes/"+args[0]+"/state",
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map[string]string{"state": state}, &out)
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if err != nil {
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return err
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}
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fmt.Printf("%s is now %s\n", out["id"], out["state"])
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if state == "draining" {
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fmt.Println("Replicas will be moved off one at a time, each replacement " +
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"brought up before the original is stopped.")
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}
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return nil
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},
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}
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}
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// --- output helpers ---
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func tab() *tabwriter.Writer {
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return tabwriter.NewWriter(os.Stdout, 0, 0, 2, ' ', 0)
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}
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func emitJSON(v any) error {
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enc := json.NewEncoder(os.Stdout)
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enc.SetIndent("", " ")
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return enc.Encode(v)
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}
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func join(v []string) string {
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if len(v) == 0 {
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return "-"
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}
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return strings.Join(v, ",")
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}
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func dash(s string) string {
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if s == "" {
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return "-"
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}
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return s
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}
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func hasUnhealthy(nodes []adminapi.NodeView) bool {
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for _, n := range nodes {
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if len(n.Unhealthy) > 0 {
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return true
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}
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}
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return false
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}
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