Implement new scheduler (#823)
- introduce internal/router/scheduler to decouple routing, swapping and queuing into interface contracts. - introduce a new `routing` configuration section that supersedes `matrix` and `group` while maintaining backwards compatibility - add FIFO scheduler with prioritized queuing - add internal/router/design.md as developer documentation on implementing new schedulers and routers Fixes #797
This commit is contained in:
@@ -129,13 +129,16 @@ type Config struct {
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GlobalTTL int `yaml:"globalTTL"`
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Models map[string]ModelConfig `yaml:"models"` /* key is model ID */
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Profiles map[string][]string `yaml:"profiles"`
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Groups map[string]GroupConfig `yaml:"groups"` /* key is group ID */
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// swap matrix: solver-based alternative to groups
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Matrix *MatrixConfig `yaml:"matrix"`
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// routing is the canonical source for swap/scheduling configuration.
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// New code must read Routing, never the backwards-compat fields below.
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Routing RoutingConfig `yaml:"routing"`
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// populated during validation when matrix is configured
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ExpandedSets []ExpandedSet `yaml:"-"`
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// Groups and Matrix are permanent backwards-compat input fields for the
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// legacy top-level `groups:`/`matrix:` keys. They are normalized into
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// Routing by LoadConfigFromReader. New code must not read them directly.
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Groups map[string]GroupConfig `yaml:"groups"` /* key is group ID */
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Matrix *MatrixConfig `yaml:"matrix"`
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// for key/value replacements in model's cmd, cmdStop, proxy, checkEndPoint
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Macros MacroList `yaml:"macros"`
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@@ -162,6 +165,35 @@ type Config struct {
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Peers PeerDictionaryConfig `yaml:"peers"`
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}
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// RoutingConfig is the canonical, normalized routing/scheduling configuration.
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type RoutingConfig struct {
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Scheduler SchedulerConfig `yaml:"scheduler"`
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Router RouterConfig `yaml:"router"`
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}
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type SchedulerConfig struct {
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Use string `yaml:"use"` // default "fifo"
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Settings SchedulerSettings `yaml:"settings"`
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}
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type SchedulerSettings struct {
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Fifo FifoConfig `yaml:"fifo"`
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}
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type FifoConfig struct {
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Priority map[string]int `yaml:"priority"` // model ID -> priority, default 0
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}
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type RouterConfig struct {
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Use string `yaml:"use"` // "group" (default) | "matrix"
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Settings RouterSettings `yaml:"settings"`
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}
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type RouterSettings struct {
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Groups map[string]GroupConfig `yaml:"groups"`
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Matrix *MatrixConfig `yaml:"matrix"`
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}
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func (c *Config) RealModelName(search string) (string, bool) {
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if _, found := c.Models[search]; found {
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return search, true
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@@ -455,6 +487,34 @@ func LoadConfigFromReader(r io.Reader) (Config, error) {
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config.Models[modelId] = modelConfig
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}
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// Normalize routing config. The legacy top-level `matrix`/`groups` keys and
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// the new `routing.router` block are mutually exclusive: a config may use
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// either style, never both.
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hasTopLevel := config.Matrix != nil || len(config.Groups) > 0
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rtr := config.Routing.Router
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hasRouting := rtr.Use != "" || rtr.Settings.Matrix != nil || len(rtr.Settings.Groups) > 0
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if hasTopLevel && hasRouting {
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return Config{}, fmt.Errorf("config uses both the legacy top-level 'matrix'/'groups' keys and the new 'routing.router' block; please migrate the top-level keys into 'routing.router' and remove them")
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}
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if !hasTopLevel {
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// Both groups and matrix may be defined under routing.router.settings;
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// routing.router.use selects which one is active, so there is no conflict.
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rs := config.Routing.Router.Settings
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switch config.Routing.Router.Use {
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case "matrix":
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if rs.Matrix == nil {
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return Config{}, fmt.Errorf("routing.router.use is 'matrix' but routing.router.settings.matrix is not set")
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}
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config.Matrix = rs.Matrix
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case "group", "":
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config.Groups = rs.Groups
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default:
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return Config{}, fmt.Errorf("routing.router.use: unknown router %q (valid: group, matrix)", config.Routing.Router.Use)
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}
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}
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// groups XOR matrix
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if config.Matrix != nil && len(config.Groups) > 0 {
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return Config{}, fmt.Errorf("config cannot use both 'groups' and 'matrix'")
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@@ -465,7 +525,7 @@ func LoadConfigFromReader(r io.Reader) (Config, error) {
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if err != nil {
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return Config{}, fmt.Errorf("matrix: %w", err)
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}
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config.ExpandedSets = expandedSets
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config.Matrix.ExpandedSets = expandedSets
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} else {
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config = AddDefaultGroupToConfig(config)
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@@ -487,6 +547,29 @@ func LoadConfigFromReader(r io.Reader) (Config, error) {
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}
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}
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// Build the canonical Config.Routing from the effective result. Both legacy
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// and new-style configs converge here. The Matrix pointer is shared so
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// ExpandedSets stays in one place.
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if config.Matrix != nil {
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config.Routing.Router.Use = "matrix"
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} else {
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config.Routing.Router.Use = "group"
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}
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config.Routing.Router.Settings.Matrix = config.Matrix
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config.Routing.Router.Settings.Groups = config.Groups
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if config.Routing.Scheduler.Use == "" {
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config.Routing.Scheduler.Use = "fifo"
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}
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if config.Routing.Scheduler.Use != "fifo" {
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return Config{}, fmt.Errorf("routing.scheduler.use: unknown scheduler %q (valid: fifo)", config.Routing.Scheduler.Use)
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}
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for modelID := range config.Routing.Scheduler.Settings.Fifo.Priority {
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if _, found := config.RealModelName(modelID); !found {
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return Config{}, fmt.Errorf("routing.scheduler.settings.fifo.priority references unknown model %q", modelID)
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}
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}
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// Clean up hooks preload
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if len(config.Hooks.OnStartup.Preload) > 0 {
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var toPreload []string
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@@ -173,6 +173,25 @@ groups:
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IdleConn: 90,
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}
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expectedGroups := map[string]GroupConfig{
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DEFAULT_GROUP_ID: {
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Swap: true,
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Exclusive: true,
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Members: []string{"model1", "model3"},
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},
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"group1": {
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Swap: true,
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Exclusive: false,
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Members: []string{"model2"},
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},
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"forever": {
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Swap: true,
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Exclusive: false,
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Persistent: true,
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Members: []string{"model4"},
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},
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}
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expected := Config{
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LogLevel: "info",
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LogTimeFormat: "",
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@@ -246,22 +265,16 @@ groups:
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"m2": "model2",
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"mthree": "model3",
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},
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Groups: map[string]GroupConfig{
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DEFAULT_GROUP_ID: {
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Swap: true,
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Exclusive: true,
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Members: []string{"model1", "model3"},
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Groups: expectedGroups,
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Routing: RoutingConfig{
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Router: RouterConfig{
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Use: "group",
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Settings: RouterSettings{
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Groups: expectedGroups,
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},
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},
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"group1": {
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Swap: true,
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Exclusive: false,
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Members: []string{"model2"},
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},
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"forever": {
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Swap: true,
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Exclusive: false,
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Persistent: true,
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Members: []string{"model4"},
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Scheduler: SchedulerConfig{
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Use: "fifo",
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},
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},
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}
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@@ -0,0 +1,60 @@
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package config
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import (
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"encoding/json"
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"os"
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"testing"
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"github.com/google/jsonschema-go/jsonschema"
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"gopkg.in/yaml.v3"
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)
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// TestConfig_ExampleMatchesSchema validates that config.example.yaml conforms to
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// config-schema.json. Both files live at the repository root.
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func TestConfig_ExampleMatchesSchema(t *testing.T) {
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const (
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schemaPath = "../../config-schema.json"
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examplePath = "../../config.example.yaml"
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)
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schemaBytes, err := os.ReadFile(schemaPath)
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if err != nil {
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t.Fatalf("reading %s: %v", schemaPath, err)
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}
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var schema jsonschema.Schema
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if err := json.Unmarshal(schemaBytes, &schema); err != nil {
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t.Fatalf("unmarshalling schema: %v", err)
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}
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resolved, err := schema.Resolve(&jsonschema.ResolveOptions{
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BaseURI: "https://github.com/mostlygeek/llama-swap/",
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})
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if err != nil {
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t.Fatalf("resolving schema: %v", err)
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}
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exampleBytes, err := os.ReadFile(examplePath)
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if err != nil {
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t.Fatalf("reading %s: %v", examplePath, err)
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}
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// Convert YAML to a JSON-like value so numbers and keys match what the
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// validator expects.
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var yamlValue any
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if err := yaml.Unmarshal(exampleBytes, &yamlValue); err != nil {
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t.Fatalf("unmarshalling example yaml: %v", err)
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}
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jsonBytes, err := json.Marshal(yamlValue)
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if err != nil {
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t.Fatalf("converting example to json: %v", err)
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}
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var instance any
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if err := json.Unmarshal(jsonBytes, &instance); err != nil {
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t.Fatalf("unmarshalling example json: %v", err)
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}
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if err := resolved.Validate(instance); err != nil {
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t.Fatalf("config.example.yaml does not match config-schema.json:\n%v", err)
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}
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}
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@@ -1544,3 +1544,174 @@ peers:
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assert.Equal(t, 1, peerConfig.Timeouts.ExpectContinue)
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assert.Equal(t, 90, peerConfig.Timeouts.IdleConn)
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}
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// twoModels is a minimal models block reused by the routing tests below.
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const twoModels = `
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models:
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gemma:
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cmd: echo gemma
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proxy: http://localhost:8080
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qwen:
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cmd: echo qwen
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proxy: http://localhost:8081
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`
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func TestConfig_Routing_LegacyTopLevelGroups(t *testing.T) {
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yaml := twoModels + `
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groups:
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g1:
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members: [gemma, qwen]
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`
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cfg, err := LoadConfigFromReader(strings.NewReader(yaml))
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require.NoError(t, err)
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assert.Equal(t, "group", cfg.Routing.Router.Use)
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// default group injected for orphaned models (none here) still leaves g1
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assert.Contains(t, cfg.Routing.Router.Settings.Groups, "g1")
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assert.Equal(t, "fifo", cfg.Routing.Scheduler.Use)
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}
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func TestConfig_Routing_LegacyTopLevelMatrix(t *testing.T) {
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yaml := twoModels + `
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matrix:
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vars:
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g: gemma
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q: qwen
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sets:
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combo: "g | q"
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`
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cfg, err := LoadConfigFromReader(strings.NewReader(yaml))
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require.NoError(t, err)
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assert.Equal(t, "matrix", cfg.Routing.Router.Use)
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require.NotNil(t, cfg.Routing.Router.Settings.Matrix)
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assert.Len(t, cfg.Routing.Router.Settings.Matrix.ExpandedSets, 2)
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}
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func TestConfig_Routing_RouterUseMatrix(t *testing.T) {
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yaml := twoModels + `
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routing:
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router:
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use: matrix
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settings:
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matrix:
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vars:
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g: gemma
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q: qwen
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sets:
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combo: "g | q"
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`
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cfg, err := LoadConfigFromReader(strings.NewReader(yaml))
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require.NoError(t, err)
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assert.Equal(t, "matrix", cfg.Routing.Router.Use)
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require.NotNil(t, cfg.Routing.Router.Settings.Matrix)
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assert.Len(t, cfg.Routing.Router.Settings.Matrix.ExpandedSets, 2)
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}
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func TestConfig_Routing_RouterUseGroup(t *testing.T) {
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yaml := twoModels + `
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routing:
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router:
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use: group
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settings:
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groups:
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g1:
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members: [gemma, qwen]
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`
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cfg, err := LoadConfigFromReader(strings.NewReader(yaml))
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require.NoError(t, err)
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assert.Equal(t, "group", cfg.Routing.Router.Use)
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assert.Contains(t, cfg.Routing.Router.Settings.Groups, "g1")
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}
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func TestConfig_Routing_DefaultsToGroup(t *testing.T) {
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cfg, err := LoadConfigFromReader(strings.NewReader(twoModels))
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require.NoError(t, err)
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assert.Equal(t, "group", cfg.Routing.Router.Use)
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assert.Equal(t, "fifo", cfg.Routing.Scheduler.Use)
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}
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func TestConfig_Routing_LegacyAndRoutingConflict(t *testing.T) {
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yaml := twoModels + `
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groups:
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g1:
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members: [gemma, qwen]
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routing:
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router:
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use: group
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`
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_, err := LoadConfigFromReader(strings.NewReader(yaml))
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require.Error(t, err)
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assert.Contains(t, err.Error(), "migrate")
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}
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|
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func TestConfig_Routing_RouterUseMatrixWithoutSettings(t *testing.T) {
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yaml := twoModels + `
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routing:
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router:
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use: matrix
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`
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_, err := LoadConfigFromReader(strings.NewReader(yaml))
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require.Error(t, err)
|
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assert.Contains(t, err.Error(), "routing.router.settings.matrix is not set")
|
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}
|
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|
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// Both groups and matrix may be defined under routing.router.settings;
|
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// routing.router.use selects which one is active.
|
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func TestConfig_Routing_RouterSettingsBothGroupsAndMatrix(t *testing.T) {
|
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yaml := twoModels + `
|
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routing:
|
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router:
|
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use: group
|
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settings:
|
||||
groups:
|
||||
g1:
|
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members: [gemma, qwen]
|
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matrix:
|
||||
sets:
|
||||
s: "gemma"
|
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`
|
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config, err := LoadConfigFromReader(strings.NewReader(yaml))
|
||||
require.NoError(t, err)
|
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// use: group means groups are active and matrix is ignored
|
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assert.Equal(t, "group", config.Routing.Router.Use)
|
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assert.Nil(t, config.Matrix)
|
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assert.Contains(t, config.Groups, "g1")
|
||||
}
|
||||
|
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func TestConfig_Routing_UnknownRouter(t *testing.T) {
|
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yaml := twoModels + `
|
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routing:
|
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router:
|
||||
use: bogus
|
||||
`
|
||||
_, err := LoadConfigFromReader(strings.NewReader(yaml))
|
||||
require.Error(t, err)
|
||||
assert.Contains(t, err.Error(), "unknown router")
|
||||
}
|
||||
|
||||
func TestConfig_Routing_FifoPriorityUnknownModel(t *testing.T) {
|
||||
yaml := twoModels + `
|
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routing:
|
||||
scheduler:
|
||||
settings:
|
||||
fifo:
|
||||
priority:
|
||||
nope: 5
|
||||
`
|
||||
_, err := LoadConfigFromReader(strings.NewReader(yaml))
|
||||
require.Error(t, err)
|
||||
assert.Contains(t, err.Error(), "unknown model")
|
||||
}
|
||||
|
||||
func TestConfig_Routing_FifoPriorityKnownModel(t *testing.T) {
|
||||
yaml := twoModels + `
|
||||
routing:
|
||||
scheduler:
|
||||
settings:
|
||||
fifo:
|
||||
priority:
|
||||
gemma: 5
|
||||
`
|
||||
cfg, err := LoadConfigFromReader(strings.NewReader(yaml))
|
||||
require.NoError(t, err)
|
||||
assert.Equal(t, 5, cfg.Routing.Scheduler.Settings.Fifo.Priority["gemma"])
|
||||
}
|
||||
|
||||
@@ -165,6 +165,25 @@ groups:
|
||||
IdleConn: 90,
|
||||
}
|
||||
|
||||
expectedGroups := map[string]GroupConfig{
|
||||
DEFAULT_GROUP_ID: {
|
||||
Swap: true,
|
||||
Exclusive: true,
|
||||
Members: []string{"model1", "model3"},
|
||||
},
|
||||
"group1": {
|
||||
Swap: true,
|
||||
Exclusive: false,
|
||||
Members: []string{"model2"},
|
||||
},
|
||||
"forever": {
|
||||
Swap: true,
|
||||
Exclusive: false,
|
||||
Persistent: true,
|
||||
Members: []string{"model4"},
|
||||
},
|
||||
}
|
||||
|
||||
expected := Config{
|
||||
LogLevel: "info",
|
||||
LogTimeFormat: "",
|
||||
@@ -235,22 +254,16 @@ groups:
|
||||
"m2": "model2",
|
||||
"mthree": "model3",
|
||||
},
|
||||
Groups: map[string]GroupConfig{
|
||||
DEFAULT_GROUP_ID: {
|
||||
Swap: true,
|
||||
Exclusive: true,
|
||||
Members: []string{"model1", "model3"},
|
||||
Groups: expectedGroups,
|
||||
Routing: RoutingConfig{
|
||||
Router: RouterConfig{
|
||||
Use: "group",
|
||||
Settings: RouterSettings{
|
||||
Groups: expectedGroups,
|
||||
},
|
||||
},
|
||||
"group1": {
|
||||
Swap: true,
|
||||
Exclusive: false,
|
||||
Members: []string{"model2"},
|
||||
},
|
||||
"forever": {
|
||||
Swap: true,
|
||||
Exclusive: false,
|
||||
Persistent: true,
|
||||
Members: []string{"model4"},
|
||||
Scheduler: SchedulerConfig{
|
||||
Use: "fifo",
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
@@ -15,6 +15,9 @@ type MatrixConfig struct {
|
||||
Var map[string]string `yaml:"vars"`
|
||||
EvictCosts map[string]int `yaml:"evict_costs"`
|
||||
Sets OrderedSets `yaml:"sets"`
|
||||
|
||||
// populated by ValidateMatrix; not settable from yaml
|
||||
ExpandedSets []ExpandedSet `yaml:"-"`
|
||||
}
|
||||
|
||||
// SetEntry is a single named set with its DSL expression.
|
||||
|
||||
@@ -289,7 +289,9 @@ matrix:
|
||||
cfg, err := LoadConfigFromReader(strings.NewReader(yaml))
|
||||
require.NoError(t, err)
|
||||
assert.NotNil(t, cfg.Matrix)
|
||||
assert.Len(t, cfg.ExpandedSets, 2)
|
||||
assert.Len(t, cfg.Matrix.ExpandedSets, 2)
|
||||
assert.Equal(t, "matrix", cfg.Routing.Router.Use)
|
||||
assert.Len(t, cfg.Routing.Router.Settings.Matrix.ExpandedSets, 2)
|
||||
// Groups should be empty when matrix is used
|
||||
assert.Empty(t, cfg.Groups)
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user