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feat(metrics): Adding initial support for prometheus metrics #1176

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Oct 17, 2023
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6 changes: 6 additions & 0 deletions api/api.go
Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,7 @@ import (
"github.com/go-skynet/LocalAI/api/options"
"github.com/go-skynet/LocalAI/api/schema"
"github.com/go-skynet/LocalAI/internal"
"github.com/go-skynet/LocalAI/metrics"
"github.com/go-skynet/LocalAI/pkg/assets"

"github.com/gofiber/fiber/v2"
Expand Down Expand Up @@ -120,6 +121,9 @@ func App(opts ...options.AppOption) (*fiber.App, error) {

// Default middleware config
app.Use(recover.New())
if options.Metrics != nil {
app.Use(metrics.APIMiddleware(options.Metrics))
}

// Auth middleware checking if API key is valid. If no API key is set, no auth is required.
auth := func(c *fiber.Ctx) error {
Expand Down Expand Up @@ -229,5 +233,7 @@ func App(opts ...options.AppOption) (*fiber.App, error) {
app.Get("/v1/models", auth, openai.ListModelsEndpoint(options.Loader, cl))
app.Get("/models", auth, openai.ListModelsEndpoint(options.Loader, cl))

app.Get("/metrics", metrics.MetricsHandler())

return app, nil
}
19 changes: 17 additions & 2 deletions api/api_test.go
Original file line number Diff line number Diff line change
Expand Up @@ -15,6 +15,7 @@ import (

. "github.com/go-skynet/LocalAI/api"
"github.com/go-skynet/LocalAI/api/options"
"github.com/go-skynet/LocalAI/metrics"
"github.com/go-skynet/LocalAI/pkg/gallery"
"github.com/go-skynet/LocalAI/pkg/model"
"github.com/go-skynet/LocalAI/pkg/utils"
Expand Down Expand Up @@ -162,8 +163,12 @@ var _ = Describe("API test", func() {
},
}

metricsService, err := metrics.SetupMetrics()
Expect(err).ToNot(HaveOccurred())

app, err = App(
append(commonOpts,
options.WithMetrics(metricsService),
options.WithContext(c),
options.WithGalleries(galleries),
options.WithModelLoader(modelLoader), options.WithBackendAssets(backendAssets), options.WithBackendAssetsOutput(tmpdir))...)
Expand Down Expand Up @@ -479,9 +484,13 @@ var _ = Describe("API test", func() {
},
}

metricsService, err := metrics.SetupMetrics()
Expect(err).ToNot(HaveOccurred())

app, err = App(
append(commonOpts,
options.WithContext(c),
options.WithMetrics(metricsService),
options.WithAudioDir(tmpdir),
options.WithImageDir(tmpdir),
options.WithGalleries(galleries),
Expand Down Expand Up @@ -583,12 +592,15 @@ var _ = Describe("API test", func() {
modelLoader = model.NewModelLoader(os.Getenv("MODELS_PATH"))
c, cancel = context.WithCancel(context.Background())

var err error
metricsService, err := metrics.SetupMetrics()
Expect(err).ToNot(HaveOccurred())

app, err = App(
append(commonOpts,
options.WithExternalBackend("huggingface", os.Getenv("HUGGINGFACE_GRPC")),
options.WithContext(c),
options.WithModelLoader(modelLoader),
options.WithMetrics(metricsService),
)...)
Expect(err).ToNot(HaveOccurred())
go app.Listen("127.0.0.1:9090")
Expand Down Expand Up @@ -792,10 +804,13 @@ var _ = Describe("API test", func() {
modelLoader = model.NewModelLoader(os.Getenv("MODELS_PATH"))
c, cancel = context.WithCancel(context.Background())

var err error
metricsService, err := metrics.SetupMetrics()
Expect(err).ToNot(HaveOccurred())

app, err = App(
append(commonOpts,
options.WithContext(c),
options.WithMetrics(metricsService),
options.WithModelLoader(modelLoader),
options.WithConfigFile(os.Getenv("CONFIG_FILE")))...,
)
Expand Down
8 changes: 8 additions & 0 deletions api/options/options.go
Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,7 @@ import (

"github.com/go-skynet/LocalAI/pkg/gallery"
model "github.com/go-skynet/LocalAI/pkg/model"
"github.com/go-skynet/LocalAI/metrics"
"github.com/rs/zerolog/log"
)

Expand All @@ -24,6 +25,7 @@ type Option struct {
PreloadModelsFromPath string
CORSAllowOrigins string
ApiKeys []string
Metrics *metrics.Metrics

Galleries []gallery.Gallery

Expand Down Expand Up @@ -198,3 +200,9 @@ func WithApiKeys(apiKeys []string) AppOption {
o.ApiKeys = apiKeys
}
}

func WithMetrics(meter *metrics.Metrics) AppOption {
return func(o *Option) {
o.Metrics = meter
}
}
18 changes: 15 additions & 3 deletions go.mod
Original file line number Diff line number Diff line change
Expand Up @@ -25,12 +25,17 @@ require (
github.com/onsi/gomega v1.28.0
github.com/otiai10/openaigo v1.6.0
github.com/phayes/freeport v0.0.0-20220201140144-74d24b5ae9f5
github.com/prometheus/client_golang v1.17.0
github.com/rs/zerolog v1.31.0
github.com/sashabaranov/go-openai v1.16.0
github.com/schollz/progressbar/v3 v3.13.1
github.com/tmc/langchaingo v0.0.0-20231016073620-a02d4fdc0f3a
github.com/urfave/cli/v2 v2.25.7
github.com/valyala/fasthttp v1.50.0
go.opentelemetry.io/otel v1.19.0
go.opentelemetry.io/otel/exporters/prometheus v0.42.0
go.opentelemetry.io/otel/metric v1.19.0
go.opentelemetry.io/otel/sdk/metric v1.19.0
google.golang.org/grpc v1.58.3
google.golang.org/protobuf v1.31.0
gopkg.in/yaml.v2 v2.4.0
Expand All @@ -49,23 +54,30 @@ require (
)

require (
github.com/beorn7/perks v1.0.1 // indirect
github.com/cespare/xxhash/v2 v2.2.0 // indirect
github.com/dlclark/regexp2 v1.8.1 // indirect
github.com/dsnet/compress v0.0.2-0.20210315054119-f66993602bf5 // indirect
github.com/go-logr/stdr v1.2.2 // indirect
github.com/golang/protobuf v1.5.3 // indirect
github.com/golang/snappy v0.0.2 // indirect
github.com/klauspost/pgzip v1.2.5 // indirect
github.com/kr/text v0.2.0 // indirect
github.com/matttproud/golang_protobuf_extensions v1.0.4 // indirect
github.com/mitchellh/colorstring v0.0.0-20190213212951-d06e56a500db // indirect
github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421 // indirect
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
github.com/modern-go/reflect2 v1.0.2 // indirect
github.com/nwaples/rardecode v1.1.0 // indirect
github.com/pierrec/lz4/v4 v4.1.2 // indirect
github.com/pkoukk/tiktoken-go v0.1.2 // indirect
github.com/prometheus/client_model v0.4.1-0.20230718164431-9a2bf3000d16 // indirect
github.com/prometheus/common v0.44.0 // indirect
github.com/prometheus/procfs v0.11.1 // indirect
github.com/ulikunitz/xz v0.5.9 // indirect
github.com/xi2/xz v0.0.0-20171230120015-48954b6210f8 // indirect
go.opentelemetry.io/otel/sdk v1.19.0 // indirect
go.opentelemetry.io/otel/trace v1.19.0 // indirect
golang.org/x/term v0.13.0 // indirect
google.golang.org/genproto/googleapis/rpc v0.0.0-20230711160842-782d3b101e98 // indirect
gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c // indirect
gopkg.in/fsnotify.v1 v1.4.7 // indirect
gopkg.in/tomb.v1 v1.0.0-20141024135613-dd632973f1e7 // indirect
)
Expand Down
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