Discovery reports a card in MIG mode as its instances instead of the whole card, on both paths: nvidia-smi (-L names them, -q -x gives their memory, ids and processes) and NVML (GetMigMode, GetMaxMigDeviceCount, GetMigDeviceHandleByIndex, behind an interface so it is tested with a fake). Each instance has its MIG UUID, its own memory, and a class from the card's and the profile: a100-80g-mig-3g.40gb. Placement numbers instances 1000 + 100 x card + instance and every view shows them as card/migN. A replica on MIG runs on exactly one instance: a process opens one MIG device and instances have no NVLink between them, so tp, pp, gpus or nodes above one on a MIG class are refused in catalog validation and again in placement, and the planner offers one instance or none. The agent gives the engine CUDA_VISIBLE_DEVICES=MIG-<uuid> (no Vulkan device variable on MIG). Memory and processes are per instance; heat, power and wear the card's; utilisation is left out rather than reported as zero. A card in MIG mode with nothing carved stays out of placement with the reason, and llmgw doctor reports each card's mode and instances and warns of the states in which nothing can run. ctl nodes, ctl status, the console and the plan count devices by class. docs/install.md has a MIG section. Written against fakes of nvidia-smi and NVML output; not yet run on MIG hardware. Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
202 lines
5.9 KiB
Go
202 lines
5.9 KiB
Go
package cli
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import (
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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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"os"
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"sort"
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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/agent/discovery"
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"gitea.mynodes.xyz/ilker/llmgw/internal/config"
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"gitea.mynodes.xyz/ilker/llmgw/internal/doctor"
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)
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func newDoctorCmd() *cobra.Command {
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var (
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opts doctor.Options
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asJSON bool
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verbose bool
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fabrics []string
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)
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cmd := &cobra.Command{
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Use: "doctor",
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Short: "Check this node's GPUs, NVLink, InfiniBand and engines for what llmgw needs",
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Long: `Reads this node's GPUs, their NVLink and PCIe topology, its InfiniBand and
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RoCE ports, the kernel modules RDMA needs, the agent's configuration and
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whether vLLM can be installed here, and says what is wrong and how to fix
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it — most serious first.
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Run it on a node before it joins, and whenever a multi-node replica will not
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come up. --json writes everything it read as well as what it concluded; send
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that file when the report is not enough to go on.`,
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Args: cobra.NoArgs,
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RunE: func(cmd *cobra.Command, _ []string) error {
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doctor.SetConfigLoader(config.LoadAgent)
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for _, spec := range fabrics {
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name, hcas, _ := strings.Cut(spec, ":")
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if name == "" || hcas == "" {
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return fmt.Errorf("--fabric %q: give it as name:mlx5_0,mlx5_1", spec)
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}
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if opts.Fabrics == nil {
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opts.Fabrics = map[string][]string{}
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}
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opts.Fabrics[name] = strings.Split(hcas, ",")
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}
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switch opts.VLLMVersion {
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case "":
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opts.VLLMVersion = config.DefaultEngines["vllm"]
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case "none":
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opts.VLLMVersion = ""
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}
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ctx, cancel := context.WithTimeout(cmd.Context(), 60*time.Second)
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defer cancel()
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facts := doctor.Collect(ctx, opts)
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findings := doctor.Evaluate(facts)
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if asJSON {
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enc := json.NewEncoder(os.Stdout)
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enc.SetIndent("", " ")
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return enc.Encode(struct {
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Findings []doctor.Finding `json:"findings"`
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Facts doctor.Facts `json:"facts"`
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}{findings, facts})
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}
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printDoctor(os.Stdout, facts, findings, verbose)
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for _, f := range findings {
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if f.Level == doctor.Fail {
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return fmt.Errorf("%d problem(s) need fixing", countLevel(findings, doctor.Fail))
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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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f := cmd.Flags()
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f.StringVar(&opts.ConfigPath, "config", "", "agent configuration (default /etc/llmgw/agent.yaml when present)")
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f.StringVar(&opts.IBRoot, "ib-root", discovery.SysfsRoot, "sysfs InfiniBand directory")
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f.StringVar(&opts.NvidiaSMI, "nvidia-smi", "", "path to nvidia-smi")
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f.StringVar(&opts.VLLMVersion, "vllm", "", "the vLLM version to check for (default: the one this llmgw installs; none to skip)")
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f.StringArrayVar(&fabrics, "fabric", nil, "a fabric about to be declared, name:mlx5_0,mlx5_1, checked as if it were; repeatable")
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f.BoolVar(&asJSON, "json", false, "write every fact and finding as JSON, to send back")
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f.BoolVar(&verbose, "verbose", false, "also print the raw nvidia-smi topology")
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return cmd
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}
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func countLevel(fs []doctor.Finding, l doctor.Level) int {
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n := 0
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for _, f := range fs {
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if f.Level == l {
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n++
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}
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}
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return n
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}
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func printDoctor(out io.Writer, f doctor.Facts, findings []doctor.Finding, verbose bool) {
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fmt.Fprintf(out, "%s · %s %s %s · driver %s\n\n", f.Hostname, f.Host.OSID, f.Host.OSVersion,
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f.Host.Arch, orDash(f.Host.NVIDIADriver))
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for _, x := range findings {
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fmt.Fprintf(out, "%-4s %-6s %s\n", x.Level, x.Area, x.Message)
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if x.Fix != "" && (x.Level == doctor.Fail || x.Level == doctor.Warn) {
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fmt.Fprintf(out, " → %s\n", x.Fix)
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}
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}
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w := tabwriter.NewWriter(out, 0, 0, 2, ' ', 0)
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if len(f.GPUs) > 0 {
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fmt.Fprintln(w, "\nGPU\tNAME\tCLASS\tNUMA\tNVLINK PEERS\tNEAREST ADAPTER")
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for _, g := range f.GPUs {
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// A MIG instance as 0/mig2, under its card.
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fmt.Fprintf(w, "%s\t%s\t%s\t%d\t%s\t%s\n", discovery.DeviceLabel(g.Index), g.Name, g.Class(), g.NUMANode,
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orDash(ints(g.NVLinkPeers)), orDash(nearest(g.NICPaths)))
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}
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}
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if len(f.HCAs) > 0 {
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fmt.Fprintln(w, "\nADAPTER\tSTATE\tPHYS\tRATE\tLINK\tNUMA\tROCE GID\tERRORS")
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for _, h := range f.HCAs {
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for _, p := range h.Ports {
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gid := "-"
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if p.RoCEv2GID >= 0 {
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gid = fmt.Sprint(p.RoCEv2GID)
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}
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fmt.Fprintf(w, "%s/%d\t%s\t%s\t%d Gb/s\t%s\t%d\t%s\t%s\n", h.Name, p.Num, p.State,
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orDash(p.PhysState), p.RateGbps, p.LinkLayer, h.NUMANode, gid, orDash(errorsOf(p.Counters)))
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}
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}
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}
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_ = w.Flush()
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for _, fabric := range sortedKeys(f.NCCL) {
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fmt.Fprintf(out, "\nA shard on %s is given:\n", fabric)
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env := f.NCCL[fabric]
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for _, k := range sortedKeys(env) {
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fmt.Fprintf(out, " %s=%s\n", k, env[k])
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}
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}
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if len(f.Engines) > 0 {
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fmt.Fprintln(out, "\nEngines:")
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for _, k := range sortedKeys(f.Engines) {
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fmt.Fprintf(out, " %s: %s\n", k, f.Engines[k])
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}
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}
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if verbose && f.TopoRaw != "" {
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fmt.Fprintf(out, "\nnvidia-smi topo -m:\n%s\n", f.TopoRaw)
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}
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fmt.Fprintf(out, "\n%d failed, %d warnings. `llmgw doctor --json > report.json` keeps everything read, to send back.\n",
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countLevel(findings, doctor.Fail), countLevel(findings, doctor.Warn))
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}
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func nearest(paths map[string]string) string {
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best, rel := "", ""
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for h, r := range paths {
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if best == "" || discovery.PathRank(r) < discovery.PathRank(rel) ||
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(discovery.PathRank(r) == discovery.PathRank(rel) && h < best) {
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best, rel = h, r
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}
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}
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if best == "" {
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return ""
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}
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return best + " (" + rel + ")"
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}
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func errorsOf(c map[string]uint64) string {
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var out []string
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for _, k := range sortedKeys(c) {
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if c[k] > 0 && k != "port_xmit_data" && k != "port_rcv_data" {
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out = append(out, fmt.Sprintf("%s=%d", k, c[k]))
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}
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}
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return strings.Join(out, " ")
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}
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func ints(v []int) string {
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s := make([]string, len(v))
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for i, x := range v {
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s[i] = fmt.Sprint(x)
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}
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return strings.Join(s, ",")
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}
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func orDash(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 sortedKeys[V any](m map[string]V) []string {
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out := make([]string, 0, len(m))
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for k := range m {
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out = append(out, k)
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}
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sort.Strings(out)
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return out
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}
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