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#################################################################################################### | ||
# base | ||
#################################################################################################### | ||
FROM alpine:3.12.3 as base | ||
RUN apk update && apk upgrade && \ | ||
apk add ca-certificates && \ | ||
apk --no-cache add tzdata | ||
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COPY dist/sum-example /bin/sum-example | ||
RUN chmod +x /bin/sum-example | ||
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#################################################################################################### | ||
# counter | ||
#################################################################################################### | ||
FROM scratch as sum | ||
ARG ARCH | ||
COPY --from=base /usr/share/zoneinfo /usr/share/zoneinfo | ||
COPY --from=base /etc/ssl/certs/ca-certificates.crt /etc/ssl/certs/ca-certificates.crt | ||
COPY --from=base /bin/sum-example /bin/sum-example | ||
ENTRYPOINT [ "/bin/sum-example" ] |
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TAG ?= stable | ||
PUSH ?= false | ||
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.PHONY: build | ||
build: | ||
CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build -v -o ./dist/sum-example main.go | ||
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.PHONY: image-push | ||
image-push: build | ||
docker buildx build -t "quay.io/numaio/numaflow-go/session-sum:${TAG}" --platform linux/amd64,linux/arm64 --target sum . --push | ||
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.PHONY: image | ||
image: build | ||
docker build -t "quay.io/numaio/numaflow-go/session-sum:${TAG}" --target sum . | ||
@if [ "$(PUSH)" = "true" ]; then docker push "quay.io/numaio/numaflow-go/session-sum:${TAG}"; fi | ||
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clean: | ||
-rm -rf ./dist |
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# Sum | ||
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An example User Defined Function that computes sum of events. |
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module counter | ||
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go 1.20 | ||
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replace github.com/numaproj/numaflow-go => ../../../.. | ||
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require ( | ||
github.com/numaproj/numaflow-go v0.6.1-0.20240212202512-715955f1e069 | ||
go.uber.org/atomic v1.11.0 | ||
) | ||
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require ( | ||
github.com/golang/protobuf v1.5.3 // indirect | ||
golang.org/x/net v0.9.0 // indirect | ||
golang.org/x/sync v0.1.0 // indirect | ||
golang.org/x/sys v0.7.0 // indirect | ||
golang.org/x/text v0.9.0 // indirect | ||
google.golang.org/genproto/googleapis/rpc v0.0.0-20230525234030-28d5490b6b19 // indirect | ||
google.golang.org/grpc v1.57.0 // indirect | ||
google.golang.org/protobuf v1.31.0 // indirect | ||
) |
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github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c= | ||
github.com/golang/protobuf v1.5.0/go.mod h1:FsONVRAS9T7sI+LIUmWTfcYkHO4aIWwzhcaSAoJOfIk= | ||
github.com/golang/protobuf v1.5.3 h1:KhyjKVUg7Usr/dYsdSqoFveMYd5ko72D+zANwlG1mmg= | ||
github.com/golang/protobuf v1.5.3/go.mod h1:XVQd3VNwM+JqD3oG2Ue2ip4fOMUkwXdXDdiuN0vRsmY= | ||
github.com/google/go-cmp v0.5.5/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE= | ||
github.com/google/go-cmp v0.5.9 h1:O2Tfq5qg4qc4AmwVlvv0oLiVAGB7enBSJ2x2DqQFi38= | ||
github.com/numaproj/numaflow-go v0.6.1-0.20240212202512-715955f1e069 h1:LBMIrUytoxuZazEnwxo+WPAxjHL1rrVhphTyByLiDYY= | ||
github.com/numaproj/numaflow-go v0.6.1-0.20240212202512-715955f1e069/go.mod h1:WoMt31+h3up202zTRI8c/qe42B8UbvwLe2mJH0MAlhI= | ||
github.com/numaproj/numaflow-go v0.6.1-0.20240221033908-7c1198bc89f1 h1:yY1ZjhfqdxE9H4T9YRff+GJHilv9CJgslWEYfsE/EPo= | ||
github.com/numaproj/numaflow-go v0.6.1-0.20240221033908-7c1198bc89f1/go.mod h1:WoMt31+h3up202zTRI8c/qe42B8UbvwLe2mJH0MAlhI= | ||
github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM= | ||
github.com/stretchr/testify v1.8.1 h1:w7B6lhMri9wdJUVmEZPGGhZzrYTPvgJArz7wNPgYKsk= | ||
go.uber.org/atomic v1.11.0 h1:ZvwS0R+56ePWxUNi+Atn9dWONBPp/AUETXlHW0DxSjE= | ||
go.uber.org/atomic v1.11.0/go.mod h1:LUxbIzbOniOlMKjJjyPfpl4v+PKK2cNJn91OQbhoJI0= | ||
golang.org/x/net v0.9.0 h1:aWJ/m6xSmxWBx+V0XRHTlrYrPG56jKsLdTFmsSsCzOM= | ||
golang.org/x/net v0.9.0/go.mod h1:d48xBJpPfHeWQsugry2m+kC02ZBRGRgulfHnEXEuWns= | ||
golang.org/x/sync v0.1.0 h1:wsuoTGHzEhffawBOhz5CYhcrV4IdKZbEyZjBMuTp12o= | ||
golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= | ||
golang.org/x/sys v0.7.0 h1:3jlCCIQZPdOYu1h8BkNvLz8Kgwtae2cagcG/VamtZRU= | ||
golang.org/x/sys v0.7.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= | ||
golang.org/x/text v0.9.0 h1:2sjJmO8cDvYveuX97RDLsxlyUxLl+GHoLxBiRdHllBE= | ||
golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8= | ||
golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= | ||
google.golang.org/genproto/googleapis/rpc v0.0.0-20230525234030-28d5490b6b19 h1:0nDDozoAU19Qb2HwhXadU8OcsiO/09cnTqhUtq2MEOM= | ||
google.golang.org/genproto/googleapis/rpc v0.0.0-20230525234030-28d5490b6b19/go.mod h1:66JfowdXAEgad5O9NnYcsNPLCPZJD++2L9X0PCMODrA= | ||
google.golang.org/grpc v1.57.0 h1:kfzNeI/klCGD2YPMUlaGNT3pxvYfga7smW3Vth8Zsiw= | ||
google.golang.org/grpc v1.57.0/go.mod h1:Sd+9RMTACXwmub0zcNY2c4arhtrbBYD1AUHI/dt16Mo= | ||
google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw= | ||
google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc= | ||
google.golang.org/protobuf v1.31.0 h1:g0LDEJHgrBl9N9r17Ru3sqWhkIx2NB67okBHPwC7hs8= | ||
google.golang.org/protobuf v1.31.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I= | ||
gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA= |
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package main | ||
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import ( | ||
"context" | ||
"fmt" | ||
"log" | ||
"strconv" | ||
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"go.uber.org/atomic" | ||
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"github.com/numaproj/numaflow-go/pkg/sessionreducer" | ||
) | ||
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// Sum is a simple session reducer which computes sum of events in a session. | ||
type Sum struct { | ||
sum *atomic.Int32 | ||
} | ||
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func (c *Sum) SessionReduce(ctx context.Context, keys []string, input <-chan sessionreducer.Datum, outputCh chan<- sessionreducer.Message) { | ||
for d := range input { | ||
val, err := strconv.Atoi(string(d.Value())) | ||
if err != nil { | ||
log.Panic("unable to convert the value to int: ", err.Error()) | ||
} else { | ||
c.sum.Add(int32(val)) | ||
} | ||
} | ||
outputCh <- sessionreducer.NewMessage([]byte(fmt.Sprintf("%d", c.sum.Load()))).WithKeys(keys) | ||
} | ||
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func (c *Sum) Accumulator(ctx context.Context) []byte { | ||
return []byte(strconv.Itoa(int(c.sum.Load()))) | ||
} | ||
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func (c *Sum) MergeAccumulator(ctx context.Context, accumulator []byte) { | ||
val, err := strconv.Atoi(string(accumulator)) | ||
if err != nil { | ||
log.Println("unable to convert the accumulator value to int: ", err.Error()) | ||
return | ||
} | ||
c.sum.Add(int32(val)) | ||
} | ||
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func NewSessionCounter() sessionreducer.SessionReducer { | ||
return &Sum{ | ||
sum: atomic.NewInt32(0), | ||
} | ||
} | ||
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// SessionCounterCreator is the creator for the session reducer. | ||
type SessionCounterCreator struct{} | ||
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func (s *SessionCounterCreator) Create() sessionreducer.SessionReducer { | ||
return NewSessionCounter() | ||
} | ||
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func main() { | ||
sessionreducer.NewServer(&SessionCounterCreator{}).Start(context.Background()) | ||
} |