Files
LocalAI/core/config/backend_capabilities_test.go
Richard Palethorpe 969005b2a1 feat(gallery): Speed up load times and clean gallery entries (#9211)
* feat: Rework VRAM estimation and use known_usecases in gallery

Signed-off-by: Richard Palethorpe <io@richiejp.com>
Assisted-by: Claude:claude-opus-4-7[1m] [Claude Code]

* chore(gallery): regenerate gallery index and add known_usecases to model entries

Signed-off-by: Richard Palethorpe <io@richiejp.com>

---------

Signed-off-by: Richard Palethorpe <io@richiejp.com>
2026-05-06 14:51:38 +02:00

96 lines
3.1 KiB
Go

package config
import (
"slices"
"strings"
. "github.com/onsi/ginkgo/v2"
. "github.com/onsi/gomega"
)
var _ = Describe("BackendCapabilities", func() {
It("every backend declares possible/default usecases and gRPC methods", func() {
for name, cap := range BackendCapabilities {
Expect(cap.PossibleUsecases).NotTo(BeEmpty(), "backend %q has no possible usecases", name)
Expect(cap.DefaultUsecases).NotTo(BeEmpty(), "backend %q has no default usecases", name)
Expect(cap.GRPCMethods).NotTo(BeEmpty(), "backend %q has no gRPC methods", name)
}
})
It("default usecases are a subset of possible usecases", func() {
for name, cap := range BackendCapabilities {
for _, d := range cap.DefaultUsecases {
Expect(cap.PossibleUsecases).To(ContainElement(d), "backend %q: default %q not in possible %v", name, d, cap.PossibleUsecases)
}
}
})
It("every backend's possible usecases map to a known FLAG_*", func() {
allFlags := GetAllModelConfigUsecases()
for name, cap := range BackendCapabilities {
for _, u := range cap.PossibleUsecases {
info, ok := UsecaseInfoMap[u]
Expect(ok).To(BeTrue(), "backend %q: usecase %q not in UsecaseInfoMap", name, u)
flagName := "FLAG_" + strings.ToUpper(u)
if _, ok := allFlags[flagName]; ok {
continue
}
// Some usecase names don't transform exactly to FLAG_<UPPER>; fall back to flag value lookup.
found := false
for _, flag := range allFlags {
if flag == info.Flag {
found = true
break
}
}
Expect(found).To(BeTrue(), "backend %q: usecase %q flag %d not in GetAllModelConfigUsecases", name, u, info.Flag)
}
}
})
It("every UsecaseInfoMap entry has a non-zero flag and a gRPC method", func() {
for name, info := range UsecaseInfoMap {
Expect(info.Flag).NotTo(Equal(FLAG_ANY), "usecase %q has FLAG_ANY (zero) — should have a real flag", name)
Expect(info.GRPCMethod).NotTo(BeEmpty(), "usecase %q has no gRPC method", name)
}
})
})
var _ = Describe("GetBackendCapability", func() {
It("returns the capability for a known backend", func() {
cap := GetBackendCapability("llama-cpp")
Expect(cap).NotTo(BeNil())
Expect(cap.PossibleUsecases).To(ContainElement("chat"))
})
It("normalizes hyphenated names so llama.cpp resolves to llama-cpp", func() {
Expect(GetBackendCapability("llama.cpp")).NotTo(BeNil())
})
It("returns nil for unknown backends", func() {
Expect(GetBackendCapability("nonexistent")).To(BeNil())
})
})
var _ = Describe("IsValidUsecaseForBackend", func() {
It("accepts a backend's declared usecases", func() {
Expect(IsValidUsecaseForBackend("piper", "tts")).To(BeTrue())
})
It("rejects usecases outside a backend's possible set", func() {
Expect(IsValidUsecaseForBackend("piper", "chat")).To(BeFalse())
})
It("is permissive for unknown backends", func() {
Expect(IsValidUsecaseForBackend("unknown", "anything")).To(BeTrue())
})
})
var _ = Describe("AllBackendNames", func() {
It("returns 30+ backends in sorted order", func() {
names := AllBackendNames()
Expect(len(names)).To(BeNumerically(">=", 30))
Expect(slices.IsSorted(names)).To(BeTrue())
})
})