├── .dockerignore ├── .gitignore ├── .golangci.yml ├── Makefile ├── README.md ├── README_en.md ├── build └── cloudab │ └── Dockerfile ├── cmd └── cloudab │ └── main.go ├── deploy └── docker-compose.yaml ├── docs ├── README.md └── dev │ └── cloudab.postman_collection.json ├── go.mod ├── go.sum ├── hack ├── README.md ├── read_cpus_available.sh ├── script.sh └── tools.go ├── nirvana.yaml ├── pkg ├── apis │ ├── descriptors.go │ └── v1 │ │ ├── converters │ │ └── converters.go │ │ ├── descriptors │ │ ├── abconfig.go │ │ ├── descriptors.go │ │ ├── experiment.go │ │ └── metric.go │ │ └── types.go ├── calculator │ └── main.go ├── config │ └── config.go ├── filters │ └── filters.go ├── handlers │ ├── abconfig │ │ └── controller.go │ ├── experiments │ │ └── controller.go │ └── metrics │ │ └── controller.go ├── middlewares │ └── middlewares.go ├── modifiers │ └── modifiers.go ├── store │ └── store.go ├── traffic │ └── traffic.go └── version │ └── version.go └── test └── test_make.sh /.dockerignore: -------------------------------------------------------------------------------- 1 | # Exclude locally vendored dependencies. 2 | vendor/ 3 | 4 | # Exclude "build-time" ignore files. 5 | .dockerignore 6 | 7 | # Exclude git history and configuration. 8 | .gitignore 9 | .git/ 10 | .cache 11 | 12 | build/ 13 | deploy/ -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | vendor/ 2 | bin/ 3 | dbpath/ 4 | -------------------------------------------------------------------------------- /.golangci.yml: -------------------------------------------------------------------------------- 1 | run: 2 | # concurrency: 2 3 | deadline: 5m 4 | 5 | linter-settings: 6 | goconst: 7 | min-len: 2 8 | min-occurrences: 2 9 | 10 | linters: 11 | enable: 12 | - golint 13 | - goconst 14 | - gofmt 15 | - goimports 16 | - misspell 17 | - unparam 18 | 19 | issues: 20 | exclude-use-default: false 21 | exclude-rules: 22 | - path: _test.go 23 | linters: 24 | - errcheck 25 | exclude: 26 | - (comment on exported (method|function|type|const)|should have( a package)? comment|comment should be of the form) 27 | -------------------------------------------------------------------------------- /Makefile: -------------------------------------------------------------------------------- 1 | # The old school Makefile, following are required targets. The Makefile is written 2 | # to allow building multiple binaries. You are free to add more targets or change 3 | # existing implementations, as long as the semantics are preserved. 4 | # 5 | # make - default to 'build' target 6 | # make lint - code analysis 7 | # make test - run unit test (or plus integration test) 8 | # make build - alias to build-local target 9 | # make build-local - build local binary targets 10 | # make build-linux - build linux binary targets 11 | # make container - build containers 12 | # $ docker login registry -u username -p xxxxx 13 | # make push - push containers 14 | # make clean - clean up targets 15 | # 16 | # Not included but recommended targets: 17 | # make e2e-test 18 | # 19 | # The makefile is also responsible to populate project version information. 20 | # 21 | 22 | # 23 | # Tweak the variables based on your project. 24 | # 25 | 26 | # This repo's root import path (under GOPATH). 27 | ROOT := github.com/dyweb/cloudab 28 | 29 | # Target binaries. You can build multiple binaries for a single project. 30 | TARGETS := cloudab 31 | 32 | # Container image prefix and suffix added to targets. 33 | # The final built images are: 34 | # $[REGISTRY]/$[IMAGE_PREFIX]$[TARGET]$[IMAGE_SUFFIX]:$[VERSION] 35 | # $[REGISTRY] is an item from $[REGISTRIES], $[TARGET] is an item from $[TARGETS]. 36 | IMAGE_PREFIX ?= $(strip ) 37 | IMAGE_SUFFIX ?= $(strip ) 38 | 39 | # Container registries. 40 | REGISTRY ?= 41 | 42 | # Container registry for base images. 43 | BASE_REGISTRY ?= 44 | 45 | # 46 | # These variables should not need tweaking. 47 | # 48 | 49 | # It's necessary to set this because some environments don't link sh -> bash. 50 | export SHELL := /bin/bash 51 | 52 | # It's necessary to set the errexit flags for the bash shell. 53 | export SHELLOPTS := errexit 54 | 55 | # Project main package location (can be multiple ones). 56 | CMD_DIR := ./cmd 57 | 58 | # Project output directory. 59 | OUTPUT_DIR := ./bin 60 | 61 | # Build direcotory. 62 | BUILD_DIR := ./build 63 | 64 | # Current version of the project. 65 | VERSION ?= $(shell git describe --tags --always --dirty) 66 | 67 | # Available cpus for compiling, please refer to https://github.com/caicloud/engineering/issues/8186#issuecomment-518656946 for more information. 68 | CPUS ?= $(shell /bin/bash hack/read_cpus_available.sh) 69 | 70 | # Track code version with Docker Label. 71 | DOCKER_LABELS ?= git-describe="$(shell date -u +v%Y%m%d)-$(shell git describe --tags --always --dirty)" 72 | 73 | # Golang standard bin directory. 74 | GOPATH ?= $(shell go env GOPATH) 75 | BIN_DIR := $(GOPATH)/bin 76 | GOLANGCI_LINT := $(BIN_DIR)/golangci-lint 77 | 78 | # Default golang flags used in build and test 79 | # -mod=vendor: force go to use the vendor files instead of using the `$GOPATH/pkg/mod` 80 | # -p: the number of programs that can be run in parallel 81 | # -count: run each test and benchmark 1 times. Set this flag to disable test cache 82 | export GOFLAGS ?= -mod=vendor -p=$(CPUS) -count=1 83 | 84 | # 85 | # Define all targets. At least the following commands are required: 86 | # 87 | 88 | # All targets. 89 | .PHONY: lint test build container push deploy-docker-compose 90 | 91 | build: build-local 92 | 93 | # more info about `GOGC` env: https://github.com/golangci/golangci-lint#memory-usage-of-golangci-lint 94 | lint: $(GOLANGCI_LINT) 95 | @$(GOLANGCI_LINT) run 96 | 97 | $(GOLANGCI_LINT): 98 | curl -sfL https://install.goreleaser.com/github.com/golangci/golangci-lint.sh | sh -s -- -b $(BIN_DIR) v1.23.6 99 | 100 | test: 101 | @go test -race -coverprofile=coverage.out ./... 102 | @go tool cover -func coverage.out | tail -n 1 | awk '{ print "Total coverage: " $$3 }' 103 | 104 | build-local: 105 | @for target in $(TARGETS); do \ 106 | go build -v -o $(OUTPUT_DIR)/$${target} \ 107 | -ldflags "-s -w -X $(ROOT)/pkg/version.VERSION=$(VERSION) \ 108 | -X $(ROOT)/pkg/version.REPOROOT=$(ROOT)" \ 109 | $(CMD_DIR)/$${target}; \ 110 | done 111 | 112 | build-linux: 113 | @docker run --rm -it \ 114 | -v $(PWD):/go/src/$(ROOT) \ 115 | -w /go/src/$(ROOT) \ 116 | -e GOOS=linux \ 117 | -e GOARCH=amd64 \ 118 | -e GOPATH=/go \ 119 | -e GOFLAGS="$(GOFLAGS)" \ 120 | -e SHELLOPTS="$(SHELLOPTS)" \ 121 | golang:1.13.9-stretch \ 122 | /bin/bash -c 'for target in $(TARGETS); do \ 123 | go build -v -o $(OUTPUT_DIR)/$${target} \ 124 | -ldflags "-s -w -X $(ROOT)/pkg/version.VERSION=$(VERSION) \ 125 | -X $(ROOT)/pkg/version.REPOROOT=$(ROOT)" \ 126 | $(CMD_DIR)/$${target}; \ 127 | done' 128 | 129 | container: build-linux 130 | @for target in $(TARGETS); do \ 131 | image=$(IMAGE_PREFIX)$${target}$(IMAGE_SUFFIX); \ 132 | docker build -t $${image}:$(VERSION) \ 133 | --label $(DOCKER_LABELS) \ 134 | -f $(BUILD_DIR)/$${target}/Dockerfile .; \ 135 | done 136 | 137 | push: container 138 | @for target in $(TARGETS); do \ 139 | image=$(IMAGE_PREFIX)$${target}$(IMAGE_SUFFIX); \ 140 | docker push $${image}:$(VERSION); \ 141 | done 142 | 143 | deploy-docker-compose: 144 | docker compose -f ./deploy/docker-compose.yaml build && \ 145 | docker compose -f ./deploy/docker-compose.yaml up 146 | 147 | .PHONY: clean 148 | clean: 149 | @-rm -vrf ${OUTPUT_DIR} 150 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Project cloudab 2 | 3 | 云原生的 A/B 测试系统 4 | 5 | ## 介绍 6 | 7 | A/B 测试起源于农业工程。人们将土地划分为不同的地块，通过种植不同的农作物来确定在这些土地上更适合种植何种作物。随后 A/B 测试被广泛地应用于医学、工业等不同领域。随着谷歌论文 [Overlapping Experiment Infrastructure: More, Better, Faster Experimentation](https://storage.googleapis.com/pub-tools-public-publication-data/pdf/36500.pdf) 的发表，将 A/B 测试引入了互联网领域。 8 | 9 | A/B实验通过在线上流量中取出一部分，完全随机地分给不同的策略，再结合一定的统计方法，得到对于两种策略相对效果的准确估计。这一估计的结果可以一定程度上反映出不同的策略的优劣好坏。 10 | 11 | 随着泛互联网行业竞争的加剧，过去产品经理决策驱动的策略不再能够在充分竞争的市场中取得优势。通过 A/B 测试，不同的经营策略，不同的推荐算法之间的优劣都可以通过精确估计的方式予以量化。数据比产品经理主观的意愿更具有说服力。通过数据驱动的方式，能够以更加科学的方式进行决策。 12 | 13 | ## 编译 14 | 15 | ```bash 16 | make 17 | ``` 18 | 19 | ## 运行 20 | 21 | ### 本地运行 22 | 23 | ```bash 24 | $ mongod & 25 | $ ./bin/cloudab --logger-debug 26 | ``` 27 | 28 | ### Docker 运行（TODO） 29 | 30 | ## 测试 31 | 32 | 可以通过导入 Postman collection 文件或者使用 cURL 进行测试。 33 | 34 | ### Postman 35 | 36 | 可以导入 [cloudab.postman_collection.json](docs/dev/cloudab.postman_collection.json) 进行测试。 37 | 38 | ### cURL 39 | 40 | 创建一个新的实验： 41 | 42 | ```bash 43 | curl --location --request POST 'http://localhost:9999/apis/v1/experiments' \ 44 | --header 'Content-Type: application/json' \ 45 | --data-raw '{ 46 | "name": "test", 47 | "versions": [ 48 | { 49 | "name": "version-1", 50 | "traffic": 100, 51 | "features": [ 52 | { 53 | "name": "feature-1", 54 | "value": "value-1" 55 | } 56 | ] 57 | } 58 | ] 59 | }' 60 | ``` 61 | 62 | 返回如下： 63 | 64 | ```JSON 65 | { 66 | "id": "602ca4df9f4e8f5088966f6c", 67 | "name": "test", 68 | "versions": [ 69 | { 70 | "id": "602ca4df9f4e8f5088966f6b", 71 | "name": "version-1", 72 | "traffic": 100, 73 | "features": [ 74 | { 75 | "name": "feature-1", 76 | "value": "value-1" 77 | } 78 | ] 79 | } 80 | ] 81 | } 82 | ``` 83 | 84 | 进行分流（将 experimentID 替换成创建实验返回结构体的 id，上述例子中是 `602ca4df9f4e8f5088966f6c`，userID 可取任意值）： 85 | 86 | ```bash 87 | curl --location --request GET 'http://localhost:9999/apis/v1/experiments/{experimentID}/abconfig?userID={userID}' 88 | ``` 89 | 90 | 返回如下： 91 | 92 | ```json 93 | { 94 | "features": [ 95 | { 96 | "name": "feature-1", 97 | "value": "value-1" 98 | } 99 | ], 100 | "experiment_name": "test", 101 | "experiment_id": "602ca4df9f4e8f5088966f6c", 102 | "versions": [ 103 | "602ca4df9f4e8f5088966f6b" 104 | ] 105 | } 106 | ``` 107 | 108 | 上报指标 （TODO） 109 | 110 | ## SDK（TODO） 111 | 112 | ## License 113 | 114 | Apache 2.0 115 | -------------------------------------------------------------------------------- /README_en.md: -------------------------------------------------------------------------------- 1 | # Project cloudab 2 | 3 | Cloud Native A/B Test System 4 | 5 | ## Getting Started 6 | 7 | ### Prerequisites 8 | 9 | 10 | 11 | ### Building 12 | 13 | 14 | 15 | ### Running 16 | 17 | 18 | 19 | ## Contributing 20 | 21 | 22 | 23 | ## License 24 | 25 | Apache 2.0 26 | -------------------------------------------------------------------------------- /build/cloudab/Dockerfile: -------------------------------------------------------------------------------- 1 | # Build the manager binary 2 | FROM golang:1.14.9 as builder 3 | 4 | WORKDIR /workspace 5 | # Copy the Go Modules manifests 6 | COPY go.mod go.mod 7 | COPY go.sum go.sum 8 | # cache deps before building and copying source so that we don't need to re-download as much 9 | # and so that source changes don't invalidate our downloaded layer 10 | RUN go mod download 11 | 12 | # Copy the go source 13 | COPY . . 14 | 15 | # Build 16 | RUN CGO_ENABLED=0 GOOS=linux GOARCH=amd64 GO111MODULE=on go build -a -o cloudab cmd/cloudab/main.go 17 | 18 | FROM debian:stretch 19 | 20 | COPY --from=builder /workspace/cloudab /usr/local/bin/cloudab 21 | 22 | ENTRYPOINT ["cloudab"] 23 | -------------------------------------------------------------------------------- /cmd/cloudab/main.go: -------------------------------------------------------------------------------- 1 | package main 2 | 3 | import ( 4 | "fmt" 5 | 6 | "github.com/caicloud/nirvana" 7 | "github.com/caicloud/nirvana/config" 8 | "github.com/caicloud/nirvana/plugins/logger" 9 | "github.com/caicloud/nirvana/plugins/metrics" 10 | "github.com/caicloud/nirvana/plugins/reqlog" 11 | pversion "github.com/caicloud/nirvana/plugins/version" 12 | 13 | "github.com/dyweb/cloudab/pkg/apis" 14 | customconfig "github.com/dyweb/cloudab/pkg/config" 15 | "github.com/dyweb/cloudab/pkg/filters" 16 | "github.com/dyweb/cloudab/pkg/modifiers" 17 | "github.com/dyweb/cloudab/pkg/store" 18 | "github.com/dyweb/cloudab/pkg/version" 19 | ) 20 | 21 | const ( 22 | defaultServiceName = "cloudab" 23 | ) 24 | 25 | func main() { 26 | // Print nirvana banner. 27 | fmt.Println(nirvana.Logo, nirvana.Banner) 28 | 29 | opt := config.NewDefaultOption() 30 | opt.Port = 9999 31 | 32 | // Create nirvana command. 33 | cmd := config.NewNamedNirvanaCommand(defaultServiceName, opt) 34 | 35 | // Create plugin options. 36 | metricsOption := metrics.NewDefaultOption() // Metrics plugin. 37 | reqlogOption := reqlog.NewDefaultOption() // Request log plugin. 38 | versionOption := pversion.NewOption( // Version plugin. 39 | defaultServiceName, 40 | version.Version, 41 | version.Commit, 42 | version.Package, 43 | ) 44 | loggerOption := &logger.Option{ 45 | Debug: false, 46 | Level: 0, 47 | OverrideGlobal: true, 48 | } 49 | 50 | // Enable plugins. 51 | cmd.EnablePlugin(metricsOption, reqlogOption, versionOption, loggerOption) 52 | 53 | customConfig := &customconfig.Config{ 54 | MongoURI: "mongodb://localhost:27017", 55 | DBName: defaultServiceName, 56 | } 57 | cmd.AddOption("", customConfig) 58 | 59 | // Create server config. 60 | serverConfig := nirvana.NewConfig() 61 | 62 | // Configure APIs. These configurations may be changed by plugins. 63 | serverConfig.Configure( 64 | nirvana.Filter(filters.Filters()...), 65 | nirvana.Modifier(modifiers.Modifiers()...), 66 | nirvana.Descriptor(apis.Descriptor()), 67 | ) 68 | 69 | // Set nirvana command hooks. 70 | cmd.SetHook(&config.NirvanaCommandHookFunc{ 71 | PreServeFunc: func(config *nirvana.Config, server nirvana.Server) error { 72 | if err := store.Initialize(customConfig); err != nil { 73 | serverConfig.Logger().Fatal(err) 74 | } 75 | 76 | // Output project information. 77 | config.Logger().Infof("Package:%s Version:%s Commit:%s", version.Package, version.Version, version.Commit) 78 | return nil 79 | }, 80 | // PostServeFunc: func(config *nirvana.Config, server nirvana.Server, err error) error { 81 | // // Output project information. 82 | // config.Logger().Infof("Disconnecting to mongo") 83 | 84 | // // TODO(gaocegege): Make it work. 85 | // return store.Disconnect() 86 | // }, 87 | }) 88 | 89 | // Start with server config. 90 | if err := cmd.ExecuteWithConfig(serverConfig); err != nil { 91 | serverConfig.Logger().Fatal(err) 92 | } 93 | } 94 | -------------------------------------------------------------------------------- /deploy/docker-compose.yaml: -------------------------------------------------------------------------------- 1 | version: "3.9" # optional since v1.27.0 2 | services: 3 | web: 4 | build: 5 | context: .. 6 | dockerfile: build/cloudab/Dockerfile 7 | image: cloudab:dev 8 | command: ["cloudab", "--mongo-uri", "mongodb://mongo:27017"] 9 | ports: 10 | - "9999:9999" 11 | volumes: 12 | - logvolume01:/var/log 13 | links: 14 | - mongo 15 | mongo: 16 | image: mongo:5.0.3 17 | volumes: 18 | logvolume01: {} 19 | -------------------------------------------------------------------------------- /docs/README.md: -------------------------------------------------------------------------------- 1 | 2 | 3 | # docs 4 | -------------------------------------------------------------------------------- /docs/dev/cloudab.postman_collection.json: -------------------------------------------------------------------------------- 1 | { 2 | "info": { 3 | "_postman_id": "8849c0ac-eea9-4e01-9645-cad126098f62", 4 | "name": "cloudab", 5 | "schema": "https://schema.getpostman.com/json/collection/v2.1.0/collection.json" 6 | }, 7 | "item": [ 8 | { 9 | "name": "List experiments", 10 | "request": { 11 | "method": "GET", 12 | "header": [], 13 | "url": { 14 | "raw": "http://{{host}}/apis/v1/experiments", 15 | "protocol": "http", 16 | "host": [ 17 | "{{host}}" 18 | ], 19 | "path": [ 20 | "apis", 21 | "v1", 22 | "experiments" 23 | ] 24 | } 25 | }, 26 | "response": [] 27 | }, 28 | { 29 | "name": "Create an experiment", 30 | "request": { 31 | "method": "POST", 32 | "header": [], 33 | "body": { 34 | "mode": "raw", 35 | "raw": "{\n \"name\": \"test\",\n \"versions\": [\n {\n \"name\": \"version-1\",\n \"traffic\": 100,\n \"features\": [\n {\n \"name\": \"feature-1\",\n \"value\": \"value-1\"\n }\n ]\n }\n ]\n}", 36 | "options": { 37 | "raw": { 38 | "language": "json" 39 | } 40 | } 41 | }, 42 | "url": { 43 | "raw": "http://{{host}}/apis/v1/experiments", 44 | "protocol": "http", 45 | "host": [ 46 | "{{host}}" 47 | ], 48 | "path": [ 49 | "apis", 50 | "v1", 51 | "experiments" 52 | ] 53 | } 54 | }, 55 | "response": [] 56 | }, 57 | { 58 | "name": "Get an experiment by ID", 59 | "request": { 60 | "method": "GET", 61 | "header": [], 62 | "url": { 63 | "raw": "http://{{host}}/apis/v1/experiments/{{exp_id}}", 64 | "protocol": "http", 65 | "host": [ 66 | "{{host}}" 67 | ], 68 | "path": [ 69 | "apis", 70 | "v1", 71 | "experiments", 72 | "{{exp_id}}" 73 | ] 74 | } 75 | }, 76 | "response": [] 77 | }, 78 | { 79 | "name": "Get AB Config", 80 | "request": { 81 | "method": "GET", 82 | "header": [], 83 | "url": { 84 | "raw": "http://{{host}}/apis/v1/experiments/{{exp_id}}/abconfig?userID={{user_id}}", 85 | "protocol": "http", 86 | "host": [ 87 | "{{host}}" 88 | ], 89 | "path": [ 90 | "apis", 91 | "v1", 92 | "experiments", 93 | "{{exp_id}}", 94 | "abconfig" 95 | ], 96 | "query": [ 97 | { 98 | "key": "userID", 99 | "value": "{{user_id}}" 100 | } 101 | ] 102 | } 103 | }, 104 | "response": [ 105 | { 106 | "name": "Get AB Config", 107 | "originalRequest": { 108 | "method": "GET", 109 | "header": [], 110 | "url": { 111 | "raw": "http://{{host}}/apis/v1/experiments/602ca4df9f4e8f5088966f6c/abconfig?userID=gaocegege", 112 | "protocol": "http", 113 | "host": [ 114 | "{{host}}" 115 | ], 116 | "path": [ 117 | "apis", 118 | "v1", 119 | "experiments", 120 | "602ca4df9f4e8f5088966f6c", 121 | "abconfig" 122 | ], 123 | "query": [ 124 | { 125 | "key": "userID", 126 | "value": "gaocegege" 127 | } 128 | ] 129 | } 130 | }, 131 | "_postman_previewlanguage": null, 132 | "header": null, 133 | "cookie": [], 134 | "body": null 135 | } 136 | ] 137 | } 138 | ] 139 | } -------------------------------------------------------------------------------- /go.mod: -------------------------------------------------------------------------------- 1 | // go.mod example 2 | // 3 | // Refer to https://github.com/golang/go/wiki/Modules#gomod 4 | // for detailed go.mod and go mod command documentation. 5 | // 6 | // module github.com/my/module/v3 7 | // 8 | // require ( 9 | // github.com/some/dependency v1.2.3 10 | // github.com/another/dependency v0.1.0 11 | // github.com/additional/dependency/v4 v4.0.0 12 | // ) 13 | 14 | module github.com/dyweb/cloudab 15 | 16 | go 1.15 17 | 18 | require ( 19 | github.com/caicloud/nirvana v0.3.0-alpha.1.0.20210127083821-2f781c0f0aa7 20 | github.com/google/uuid v1.0.0 // indirect 21 | github.com/spaolacci/murmur3 v0.0.0-20180118202830-f09979ecbc72 22 | go.mongodb.org/mongo-driver v1.4.6 23 | ) 24 | -------------------------------------------------------------------------------- /go.sum: -------------------------------------------------------------------------------- 1 | cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= 2 | cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= 3 | cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU= 4 | cloud.google.com/go v0.44.1/go.mod h1:iSa0KzasP4Uvy3f1mN/7PiObzGgflwredwwASm/v6AU= 5 | cloud.google.com/go v0.44.2/go.mod h1:60680Gw3Yr4ikxnPRS/oxxkBccT6SA1yMk63TGekxKY= 6 | cloud.google.com/go v0.45.1/go.mod h1:RpBamKRgapWJb87xiFSdk4g1CME7QZg3uwTez+TSTjc= 7 | cloud.google.com/go v0.46.3/go.mod h1:a6bKKbmY7er1mI7TEI4lsAkts/mkhTSZK8w33B4RAg0= 8 | cloud.google.com/go/bigquery v1.0.1/go.mod h1:i/xbL2UlR5RvWAURpBYZTtm/cXjCha9lbfbpx4poX+o= 9 | cloud.google.com/go/datastore v1.0.0/go.mod h1:LXYbyblFSglQ5pkeyhO+Qmw7ukd3C+pD7TKLgZqpHYE= 10 | cloud.google.com/go/firestore v1.1.0/go.mod h1:ulACoGHTpvq5r8rxGJ4ddJZBZqakUQqClKRT5SZwBmk= 11 | cloud.google.com/go/pubsub v1.0.1/go.mod h1:R0Gpsv3s54REJCy4fxDixWD93lHJMoZTyQ2kNxGRt3I= 12 | cloud.google.com/go/storage v1.0.0/go.mod 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github.com/uber/jaeger-client-go v2.22.1+incompatible/go.mod h1:WVhlPFC8FDjOFMMWRy2pZqQJSXxYSwNYOkTr/Z6d3Kk= 403 | github.com/uber/jaeger-lib v2.4.0+incompatible/go.mod h1:ComeNDZlWwrWnDv8aPp0Ba6+uUTzImX/AauajbLI56U= 404 | github.com/urfave/cli v1.20.0/go.mod h1:70zkFmudgCuE/ngEzBv17Jvp/497gISqfk5gWijbERA= 405 | github.com/urfave/cli v1.22.1/go.mod h1:Gos4lmkARVdJ6EkW0WaNv/tZAAMe9V7XWyB60NtXRu0= 406 | github.com/xdg/scram v0.0.0-20180814205039-7eeb5667e42c h1:u40Z8hqBAAQyv+vATcGgV0YCnDjqSL7/q/JyPhhJSPk= 407 | github.com/xdg/scram v0.0.0-20180814205039-7eeb5667e42c/go.mod h1:lB8K/P019DLNhemzwFU4jHLhdvlE6uDZjXFejJXr49I= 408 | github.com/xdg/stringprep v0.0.0-20180714160509-73f8eece6fdc h1:n+nNi93yXLkJvKwXNP9d55HC7lGK4H/SRcwB5IaUZLo= 409 | github.com/xdg/stringprep v0.0.0-20180714160509-73f8eece6fdc/go.mod h1:Jhud4/sHMO4oL310DaZAKk9ZaJ08SJfe+sJh0HrGL1Y= 410 | github.com/xiang90/probing v0.0.0-20190116061207-43a291ad63a2/go.mod h1:UETIi67q53MR2AWcXfiuqkDkRtnGDLqkBTpCHuJHxtU= 411 | go.etcd.io/bbolt v1.3.2/go.mod h1:IbVyRI1SCnLcuJnV2u8VeU0CEYM7e686BmAb1XKL+uU= 412 | go.etcd.io/bbolt v1.3.3/go.mod h1:IbVyRI1SCnLcuJnV2u8VeU0CEYM7e686BmAb1XKL+uU= 413 | go.etcd.io/etcd v0.0.0-20191023171146-3cf2f69b5738/go.mod h1:dnLIgRNXwCJa5e+c6mIZCrds/GIG4ncV9HhK5PX7jPg= 414 | go.mongodb.org/mongo-driver v1.4.6 h1:rh7GdYmDrb8AQSkF8yteAus8qYOgOASWDOv1BWqBXkU= 415 | go.mongodb.org/mongo-driver v1.4.6/go.mod h1:WcMNYLx/IlOxLe6JRJiv2uXuCz6zBLndR4SoGjYphSc= 416 | go.opencensus.io v0.20.1/go.mod h1:6WKK9ahsWS3RSO+PY9ZHZUfv2irvY6gN279GOPZjmmk= 417 | go.opencensus.io v0.20.2/go.mod h1:6WKK9ahsWS3RSO+PY9ZHZUfv2irvY6gN279GOPZjmmk= 418 | go.opencensus.io v0.21.0/go.mod h1:mSImk1erAIZhrmZN+AvHh14ztQfjbGwt4TtuofqLduU= 419 | go.opencensus.io v0.22.0/go.mod h1:+kGneAE2xo2IficOXnaByMWTGM9T73dGwxeWcUqIpI8= 420 | go.opencensus.io v0.22.2/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw= 421 | go.uber.org/atomic v1.3.2/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE= 422 | go.uber.org/atomic v1.4.0/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE= 423 | go.uber.org/atomic v1.5.0/go.mod h1:sABNBOSYdrvTF6hTgEIbc7YasKWGhgEQZyfxyTvoXHQ= 424 | go.uber.org/multierr v1.1.0/go.mod h1:wR5kodmAFQ0UK8QlbwjlSNy0Z68gJhDJUG5sjR94q/0= 425 | go.uber.org/multierr v1.3.0/go.mod h1:VgVr7evmIr6uPjLBxg28wmKNXyqE9akIJ5XnfpiKl+4= 426 | go.uber.org/tools v0.0.0-20190618225709-2cfd321de3ee/go.mod h1:vJERXedbb3MVM5f9Ejo0C68/HhF8uaILCdgjnY+goOA= 427 | go.uber.org/zap v1.10.0/go.mod h1:vwi/ZaCAaUcBkycHslxD9B2zi4UTXhF60s6SWpuDF0Q= 428 | go.uber.org/zap v1.13.0/go.mod h1:zwrFLgMcdUuIBviXEYEH1YKNaOBnKXsx2IPda5bBwHM= 429 | golang.org/x/crypto v0.0.0-20180904163835-0709b304e793/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4= 430 | golang.org/x/crypto v0.0.0-20181029021203-45a5f77698d3/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4= 431 | golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w= 432 | 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h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo= 555 | golang.org/x/tools v0.0.0-20191029190741-b9c20aec41a5/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo= 556 | golang.org/x/tools v0.0.0-20191112195655-aa38f8e97acc/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo= 557 | golang.org/x/tools v0.0.0-20200103221440-774c71fcf114 h1:DnSr2mCsxyCE6ZgIkmcWUQY2R5cH/6wL7eIxEmQOMSE= 558 | golang.org/x/tools v0.0.0-20200103221440-774c71fcf114/go.mod h1:TB2adYChydJhpapKDTa4BR/hXlZSLoq2Wpct/0txZ28= 559 | golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= 560 | golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= 561 | golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= 562 | google.golang.org/api v0.3.1/go.mod h1:6wY9I6uQWHQ8EM57III9mq/AjF+i8G65rmVagqKMtkk= 563 | google.golang.org/api v0.4.0/go.mod h1:8k5glujaEP+g9n7WNsDg8QP6cUVNI86fCNMcbazEtwE= 564 | google.golang.org/api v0.7.0/go.mod h1:WtwebWUNSVBH/HAw79HIFXZNqEvBhG+Ra+ax0hx3E3M= 565 | google.golang.org/api v0.8.0/go.mod h1:o4eAsZoiT+ibD93RtjEohWalFOjRDx6CVaqeizhEnKg= 566 | google.golang.org/api v0.9.0/go.mod h1:o4eAsZoiT+ibD93RtjEohWalFOjRDx6CVaqeizhEnKg= 567 | google.golang.org/api v0.13.0/go.mod h1:iLdEw5Ide6rF15KTC1Kkl0iskquN2gFfn9o9XIsbkAI= 568 | google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM= 569 | google.golang.org/appengine v1.2.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4= 570 | google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4= 571 | google.golang.org/appengine v1.5.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4= 572 | google.golang.org/appengine v1.6.1/go.mod h1:i06prIuMbXzDqacNJfV5OdTW448YApPu5ww/cMBSeb0= 573 | google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc= 574 | google.golang.org/genproto v0.0.0-20190307195333-5fe7a883aa19/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= 575 | google.golang.org/genproto v0.0.0-20190418145605-e7d98fc518a7/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= 576 | google.golang.org/genproto v0.0.0-20190425155659-357c62f0e4bb/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= 577 | google.golang.org/genproto v0.0.0-20190502173448-54afdca5d873/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= 578 | google.golang.org/genproto v0.0.0-20190530194941-fb225487d101/go.mod h1:z3L6/3dTEVtUr6QSP8miRzeRqwQOioJ9I66odjN4I7s= 579 | google.golang.org/genproto v0.0.0-20190801165951-fa694d86fc64/go.mod h1:DMBHOl98Agz4BDEuKkezgsaosCRResVns1a3J2ZsMNc= 580 | google.golang.org/genproto v0.0.0-20190819201941-24fa4b261c55/go.mod h1:DMBHOl98Agz4BDEuKkezgsaosCRResVns1a3J2ZsMNc= 581 | google.golang.org/genproto v0.0.0-20190911173649-1774047e7e51/go.mod 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v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY= 623 | gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ= 624 | gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= 625 | gopkg.in/yaml.v3 v3.0.0-20200615113413-eeeca48fe776/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= 626 | honnef.co/go/tools v0.0.0-20180728063816-88497007e858/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= 627 | honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= 628 | honnef.co/go/tools v0.0.0-20190106161140-3f1c8253044a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= 629 | honnef.co/go/tools v0.0.0-20190418001031-e561f6794a2a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= 630 | honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= 631 | honnef.co/go/tools v0.0.1-2019.2.3/go.mod h1:a3bituU0lyd329TUQxRnasdCoJDkEUEAqEt0JzvZhAg= 632 | rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8= 633 | sigs.k8s.io/yaml v1.1.0/go.mod h1:UJmg0vDUVViEyp3mgSv9WPwZCDxu4rQW1olrI1uml+o= 634 | sourcegraph.com/sourcegraph/appdash v0.0.0-20190731080439-ebfcffb1b5c0/go.mod h1:hI742Nqp5OhwiqlzhgfbWU4mW4yO10fP+LoT9WOswdU= 635 | -------------------------------------------------------------------------------- /hack/README.md: -------------------------------------------------------------------------------- 1 | 2 | 3 | Scripts used to manage this repository. 4 | -------------------------------------------------------------------------------- /hack/read_cpus_available.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | set -e 4 | 5 | if [ -z "$MAX_CPUS" ]; then 6 | MAX_CPUS=1 7 | 8 | case "$(uname -s)" in 9 | Darwin) 10 | MAX_CPUS=$(sysctl -n machdep.cpu.core_count) 11 | ;; 12 | Linux) 13 | CFS_QUOTA=$(cat /sys/fs/cgroup/cpu/cpu.cfs_quota_us) 14 | if [ "$CFS_QUOTA" -ge 100000 ]; then 15 | MAX_CPUS=$(("$CFS_QUOTA" / 100 / 1000)) 16 | fi 17 | ;; 18 | *) 19 | # Unsupported host OS. Must be Linux or Mac OS X. 20 | ;; 21 | esac 22 | fi 23 | 24 | echo "$MAX_CPUS" 25 | -------------------------------------------------------------------------------- /hack/script.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | set -e 4 | 5 | echo "Hello world" 6 | -------------------------------------------------------------------------------- /hack/tools.go: -------------------------------------------------------------------------------- 1 | // +build tools 2 | 3 | // This package imports things required by build scripts, to force `go mod` to see them as dependencies 4 | package tools 5 | 6 | import _ "github.com/caicloud/nirvana/utils/api" 7 | -------------------------------------------------------------------------------- /nirvana.yaml: -------------------------------------------------------------------------------- 1 | # This file describes your project. It's used to generate api docs and 2 | # clients. All fields in this file won't affect nirvana configurations. 3 | 4 | project: cloudab 5 | description: Cloud Native A/B Test System 6 | schemes: 7 | - http 8 | hosts: 9 | - localhost:9999 10 | contacts: 11 | - name: Ce Gao 12 | email: gaocegege@hotmail.com 13 | description: Maintain this project 14 | versions: 15 | - name: v1 16 | description: The v1 version is the first version of this project 17 | rules: 18 | - prefix: /apis/v1/ 19 | -------------------------------------------------------------------------------- /pkg/apis/descriptors.go: -------------------------------------------------------------------------------- 1 | // +nirvana:api=descriptors:"Descriptor" 2 | 3 | package apis 4 | 5 | import ( 6 | descriptorsv1 "github.com/dyweb/cloudab/pkg/apis/v1/descriptors" 7 | "github.com/dyweb/cloudab/pkg/middlewares" 8 | 9 | def "github.com/caicloud/nirvana/definition" 10 | ) 11 | 12 | // Descriptor returns a combined descriptor for APIs of all versions. 13 | func Descriptor() def.Descriptor { 14 | return def.Descriptor{ 15 | Description: "APIs", 16 | Path: "/apis", 17 | Middlewares: middlewares.Middlewares(), 18 | Consumes: []string{def.MIMEJSON}, 19 | Produces: []string{def.MIMEJSON}, 20 | Children: []def.Descriptor{ 21 | descriptorsv1.Descriptor(), 22 | }, 23 | } 24 | } 25 | -------------------------------------------------------------------------------- /pkg/apis/v1/converters/converters.go: -------------------------------------------------------------------------------- 1 | package converters 2 | 3 | import ( 4 | "context" 5 | 6 | "github.com/caicloud/nirvana/log" 7 | "github.com/caicloud/nirvana/operators/converter" 8 | "go.mongodb.org/mongo-driver/bson/primitive" 9 | ) 10 | 11 | // ObjectID is the converter from HEX string to ObjectID. 12 | var ObjectID = converter.For( 13 | func(ctx context.Context, field string, value string) (primitive.ObjectID, error) { 14 | logger := log.DefaultLogger() 15 | 16 | id, err := primitive.ObjectIDFromHex(value) 17 | if err != nil { 18 | logger.V(log.LevelDebug).Infof( 19 | "Failed to convert HEX string %s to ObjectID: %v", value, err) 20 | } 21 | return id, err 22 | }) 23 | -------------------------------------------------------------------------------- /pkg/apis/v1/descriptors/abconfig.go: -------------------------------------------------------------------------------- 1 | package descriptors 2 | 3 | import ( 4 | "github.com/dyweb/cloudab/pkg/apis/v1/converters" 5 | "github.com/dyweb/cloudab/pkg/handlers/abconfig" 6 | 7 | def "github.com/caicloud/nirvana/definition" 8 | ) 9 | 10 | var ( 11 | abcCtr abconfig.Controller = abconfig.New() 12 | ) 13 | 14 | func init() { 15 | register([]def.Descriptor{{ 16 | Path: "/experiments/{experiment}/abconfig", 17 | Definitions: []def.Definition{getABConfig}, 18 | }, 19 | }...) 20 | } 21 | 22 | var getABConfig = def.Definition{ 23 | Method: def.Get, 24 | Summary: "Get experiment's AB test configuration", 25 | Description: "Get the AB test configuration for the given experiment", 26 | Function: abcCtr.GetABConfig, 27 | Parameters: []def.Parameter{ 28 | { 29 | Source: def.Path, 30 | Name: "experiment", 31 | Description: "experiment id", 32 | Operators: []def.Operator{ 33 | converters.ObjectID, 34 | }, 35 | }, 36 | { 37 | Source: def.Query, 38 | Name: "userID", 39 | Description: "user unique ID", 40 | }, 41 | }, 42 | Results: def.DataErrorResults("AB config"), 43 | } 44 | -------------------------------------------------------------------------------- /pkg/apis/v1/descriptors/descriptors.go: -------------------------------------------------------------------------------- 1 | package descriptors 2 | 3 | import ( 4 | def "github.com/caicloud/nirvana/definition" 5 | ) 6 | 7 | // descriptors describe APIs of current version. 8 | var descriptors []def.Descriptor 9 | 10 | // register registers descriptors. 11 | func register(ds ...def.Descriptor) { 12 | descriptors = append(descriptors, ds...) 13 | } 14 | 15 | // Descriptor returns a combined descriptor for current version. 16 | func Descriptor() def.Descriptor { 17 | return def.Descriptor{ 18 | Description: "v1 APIs", 19 | Path: "/v1", 20 | Children: descriptors, 21 | } 22 | } 23 | -------------------------------------------------------------------------------- /pkg/apis/v1/descriptors/experiment.go: -------------------------------------------------------------------------------- 1 | package descriptors 2 | 3 | import ( 4 | "github.com/dyweb/cloudab/pkg/apis/v1/converters" 5 | "github.com/dyweb/cloudab/pkg/handlers/experiments" 6 | 7 | "github.com/caicloud/nirvana/definition" 8 | def "github.com/caicloud/nirvana/definition" 9 | ) 10 | 11 | var ( 12 | expCtr experiments.Controller = experiments.New() 13 | ) 14 | 15 | func init() { 16 | register([]def.Descriptor{{ 17 | Path: "/experiments", 18 | Definitions: []def.Definition{ 19 | listExperiments, 20 | createExperiment, 21 | }, 22 | }, { 23 | Path: "/experiments/{experiment}", 24 | Definitions: []def.Definition{getExperiment}, 25 | }, 26 | }...) 27 | } 28 | 29 | var listExperiments = def.Definition{ 30 | Method: def.List, 31 | Summary: "List experiments", 32 | Description: "Query a specified number of experiments and returns an array", 33 | Function: expCtr.ListExperiments, 34 | Parameters: []def.Parameter{ 35 | { 36 | Source: def.Query, 37 | Name: "count", 38 | Default: 10, 39 | Description: "Number of experiments", 40 | }, 41 | }, 42 | Results: def.DataErrorResults("A list of experiments"), 43 | } 44 | 45 | var createExperiment = def.Definition{ 46 | Method: def.Create, 47 | Summary: "Create experiment", 48 | Description: "Create a new experiment", 49 | Function: expCtr.CreateExperiment, 50 | Parameters: []def.Parameter{ 51 | definition.BodyParameterFor("JSON body to describe the new experiment"), 52 | }, 53 | Results: def.DataErrorResults("An experiment"), 54 | } 55 | 56 | var getExperiment = def.Definition{ 57 | Method: def.Get, 58 | Summary: "Get experiment", 59 | Description: "Get an experiment by id", 60 | Function: expCtr.GetExperiment, 61 | Parameters: []def.Parameter{ 62 | { 63 | Source: def.Path, 64 | Name: "experiment", 65 | Description: "experiment id", 66 | Operators: []def.Operator{ 67 | converters.ObjectID, 68 | }, 69 | }, 70 | }, 71 | Results: def.DataErrorResults("An experiment"), 72 | } 73 | -------------------------------------------------------------------------------- /pkg/apis/v1/descriptors/metric.go: -------------------------------------------------------------------------------- 1 | package descriptors 2 | 3 | import ( 4 | "github.com/dyweb/cloudab/pkg/apis/v1/converters" 5 | "github.com/dyweb/cloudab/pkg/handlers/metrics" 6 | 7 | def "github.com/caicloud/nirvana/definition" 8 | ) 9 | 10 | var ( 11 | metricCtr metrics.Controller = metrics.New() 12 | ) 13 | 14 | func init() { 15 | register([]def.Descriptor{{ 16 | Path: "/experiments/{experiment}/metrics", 17 | Definitions: []def.Definition{reportMetrics}, 18 | }, 19 | }...) 20 | } 21 | 22 | var reportMetrics = def.Definition{ 23 | Method: def.Patch, 24 | Summary: "Report metrics to cloudab server", 25 | Description: "Report custom metrics to the server", 26 | Function: metricCtr.ReportMetrics, 27 | Parameters: []def.Parameter{ 28 | { 29 | Source: def.Path, 30 | Name: "experiment", 31 | Description: "experiment id", 32 | Operators: []def.Operator{ 33 | converters.ObjectID, 34 | }, 35 | }, 36 | { 37 | Source: def.Query, 38 | Name: "userID", 39 | Description: "user unique ID", 40 | }, 41 | { 42 | Source: def.Query, 43 | Name: "metricName", 44 | Description: "metric name", 45 | }, 46 | { 47 | Source: def.Query, 48 | Name: "value", 49 | Description: "metric value", 50 | }, 51 | }, 52 | Results: def.DataErrorResults("The metrics"), 53 | } 54 | -------------------------------------------------------------------------------- /pkg/apis/v1/types.go: -------------------------------------------------------------------------------- 1 | package v1 2 | 3 | import "go.mongodb.org/mongo-driver/bson/primitive" 4 | 5 | type Identity struct { 6 | ID *primitive.ObjectID `json:"id,omitempty" bson:"_id,omitempty"` 7 | UserID *string `json:"user_id,omitempty" bson:"user_id,omitempty"` 8 | // TODO(gaocegege): Support Session. 9 | } 10 | 11 | type Experiment struct { 12 | ID *primitive.ObjectID `json:"id,omitempty" bson:"_id,omitempty"` 13 | Name string `json:"name,omitempty" bson:"name,omitempty"` 14 | 15 | // TODO(gaocegege): Support layers. 16 | // TODO(gaocegege): Should we keep versions in another collection? 17 | Versions []Version `json:"versions,omitempty" bson:"versions,omitempty"` 18 | } 19 | 20 | type Version struct { 21 | ID *primitive.ObjectID `json:"id,omitempty" bson:"_id,omitempty"` 22 | Name string `json:"name,omitempty" bson:"name,omitempty"` 23 | 24 | Traffic int32 `json:"traffic,omitempty" bson:"traffic,omitempty"` 25 | Features []Feature `json:"features,omitempty" bson:"features,omitempty"` 26 | 27 | // TODO(gaocegege): Should we keep metrics in another collection? 28 | Metrics map[string]Metric `json:"metrics,omitempty" bson:"metrics,omitempty"` 29 | } 30 | 31 | type Feature struct { 32 | ID *primitive.ObjectID `json:"id,omitempty" bson:"_id,omitempty"` 33 | 34 | Name string `json:"name,omitempty" bson:"name,omitempty"` 35 | Value string `json:"value,omitempty" bson:"value,omitempty"` 36 | 37 | // TODO(gaocegege): Support number, boolean. 38 | } 39 | 40 | type ABConfig struct { 41 | Features []Feature `json:"features,omitempty" bson:"features,omitempty"` 42 | ExperimentName string `json:"experiment_name,omitempty" bson:"experiment_name,omitempty"` 43 | ExperimentID *primitive.ObjectID `json:"experiment_id,omitempty" bson:"experiment_id,omitempty"` 44 | Versions []string `json:"versions,omitempty" bson:"versions,omitempty"` 45 | } 46 | 47 | type Metric struct { 48 | ID *primitive.ObjectID `json:"id,omitempty" bson:"_id,omitempty"` 49 | Name string `json:"name,omitempty" bson:"name,omitempty"` 50 | EventName string `json:"event_name,omitempty" bson:"event_name,omitempty"` 51 | Value int64 `json:"value,omitempty"` 52 | } 53 | -------------------------------------------------------------------------------- /pkg/calculator/main.go: -------------------------------------------------------------------------------- 1 | package main 2 | 3 | import ( 4 | "fmt" 5 | "math" 6 | ) 7 | 8 | const ( 9 | alpha = 0.05 10 | power = 0.8 11 | z = 1.96 12 | ) 13 | 14 | func main() { 15 | p1 := 0.05 16 | n := 10000.0 17 | 18 | p2 := 0.1 19 | m := 100.0 20 | 21 | x := p1 - p2 22 | 23 | delta := math.Sqrt(p1*(1-p1)/n + p2*(1-p2)/m) 24 | fmt.Println(x / delta) 25 | } 26 | -------------------------------------------------------------------------------- /pkg/config/config.go: -------------------------------------------------------------------------------- 1 | package config 2 | 3 | type Config struct { 4 | MongoURI string `desc:"URL to the mongodb"` 5 | DBName string `desc:"database name in mongodb"` 6 | } 7 | -------------------------------------------------------------------------------- /pkg/filters/filters.go: -------------------------------------------------------------------------------- 1 | package filters 2 | 3 | import "github.com/caicloud/nirvana/service" 4 | 5 | // Filters returns a list of filters. 6 | func Filters() []service.Filter { 7 | return []service.Filter{ 8 | service.RedirectTrailingSlash(), 9 | service.FillLeadingSlash(), 10 | service.ParseRequestForm(), 11 | } 12 | } 13 | -------------------------------------------------------------------------------- /pkg/handlers/abconfig/controller.go: -------------------------------------------------------------------------------- 1 | package abconfig 2 | 3 | import ( 4 | "context" 5 | "fmt" 6 | "time" 7 | 8 | "go.mongodb.org/mongo-driver/bson" 9 | "go.mongodb.org/mongo-driver/bson/primitive" 10 | 11 | "github.com/caicloud/nirvana/log" 12 | v1 "github.com/dyweb/cloudab/pkg/apis/v1" 13 | "github.com/dyweb/cloudab/pkg/store" 14 | "github.com/dyweb/cloudab/pkg/traffic" 15 | ) 16 | 17 | type Controller struct { 18 | experimentCollection string 19 | } 20 | 21 | // New creates a new Controller. 22 | func New() Controller { 23 | return Controller{ 24 | experimentCollection: "experiments", 25 | } 26 | } 27 | 28 | // GetABConfig return an experiment by id. 29 | func (c Controller) GetABConfig(ctx context.Context, 30 | id primitive.ObjectID, userID string) (*v1.ABConfig, error) { 31 | logger := log.DefaultLogger() 32 | 33 | cctx, cancel := context.WithTimeout(ctx, 1*time.Second) 34 | defer cancel() 35 | 36 | singleResult := store.DB.Collection(c.experimentCollection).FindOne(cctx, bson.D{ 37 | { 38 | Key: "_id", 39 | Value: id, 40 | }, 41 | }) 42 | if singleResult == nil { 43 | return nil, fmt.Errorf("Failed to find the experiment with id %s", id.Hex()) 44 | } 45 | var experiment v1.Experiment 46 | if err := singleResult.Decode(&experiment); err != nil { 47 | return nil, err 48 | } 49 | 50 | versions := experiment.Versions 51 | logger.V(log.LevelDebug).Infof( 52 | "Routing in %d version(s) for the given experiment %s", len(versions), experiment.ID.Hex()) 53 | r := traffic.NewRouter() 54 | versionID, err := r.Route(userID, versions) 55 | if err != nil { 56 | return nil, err 57 | } 58 | 59 | // Check if the versionID works as expected. 60 | if len(versions) <= versionID { 61 | return nil, fmt.Errorf("Failed to get the version") 62 | } else if versions[versionID].ID == nil { 63 | return nil, fmt.Errorf("Failed to get the version at %d: %v", versionID, versions[versionID]) 64 | } 65 | return &v1.ABConfig{ 66 | ExperimentName: experiment.Name, 67 | ExperimentID: experiment.ID, 68 | Versions: []string{ 69 | versions[versionID].ID.Hex(), 70 | }, 71 | Features: versions[versionID].Features, 72 | }, nil 73 | } 74 | -------------------------------------------------------------------------------- /pkg/handlers/experiments/controller.go: -------------------------------------------------------------------------------- 1 | package experiments 2 | 3 | import ( 4 | "context" 5 | "fmt" 6 | "time" 7 | 8 | "github.com/caicloud/nirvana/log" 9 | v1 "github.com/dyweb/cloudab/pkg/apis/v1" 10 | "github.com/dyweb/cloudab/pkg/store" 11 | "go.mongodb.org/mongo-driver/bson" 12 | "go.mongodb.org/mongo-driver/bson/primitive" 13 | ) 14 | 15 | // Controller defines the Experiment controller which is used to handle user requests. 16 | type Controller struct { 17 | collection string 18 | } 19 | 20 | // New creates a new Controller. 21 | func New() Controller { 22 | return Controller{ 23 | collection: "experiments", 24 | } 25 | } 26 | 27 | // CreateExperiment creates a new experiment. 28 | func (c Controller) CreateExperiment( 29 | ctx context.Context, exp *v1.Experiment) (*v1.Experiment, error) { 30 | cctx, cancel := context.WithTimeout(ctx, 1*time.Second) 31 | defer cancel() 32 | logger := log.DefaultLogger() 33 | logger.V(log.LevelDebug).Infof( 34 | "Creating the experiment %s in collection %s", exp.Name, c.collection) 35 | 36 | // Set objectID for versions. 37 | for i := range exp.Versions { 38 | versionID := primitive.NewObjectID() 39 | exp.Versions[i].ID = &versionID 40 | } 41 | 42 | result, err := store.DB.Collection(c.collection).InsertOne(cctx, exp) 43 | if err != nil { 44 | return nil, err 45 | } 46 | // Set id for the retured object. 47 | id := result.InsertedID.(primitive.ObjectID) 48 | exp.ID = &id 49 | return exp, nil 50 | } 51 | 52 | // ListExperiments returns all experiments. 53 | func (c Controller) ListExperiments(ctx context.Context, count int) ([]v1.Experiment, error) { 54 | cctx, cancel := context.WithTimeout(ctx, 1*time.Second) 55 | defer cancel() 56 | 57 | var exp v1.Experiment 58 | exps, err := store.DB.Collection(c.collection).Find(cctx, exp) 59 | if err != nil { 60 | return nil, err 61 | } 62 | 63 | results := &[]v1.Experiment{} 64 | if err := exps.All(cctx, results); err != nil { 65 | return nil, err 66 | } 67 | return *results, nil 68 | } 69 | 70 | // GetExperiment return an experiment by id. 71 | func (c Controller) GetExperiment(ctx context.Context, id primitive.ObjectID) (*v1.Experiment, error) { 72 | cctx, cancel := context.WithTimeout(ctx, 1*time.Second) 73 | defer cancel() 74 | 75 | exp := store.DB.Collection(c.collection).FindOne(cctx, bson.D{ 76 | { 77 | Key: "_id", 78 | Value: id, 79 | }, 80 | }) 81 | if exp == nil { 82 | return nil, fmt.Errorf("Failed to find the experiment with id %s", id.Hex()) 83 | } 84 | var result v1.Experiment 85 | if err := exp.Decode(&result); err != nil { 86 | return nil, err 87 | } 88 | return &result, nil 89 | } 90 | -------------------------------------------------------------------------------- /pkg/handlers/metrics/controller.go: -------------------------------------------------------------------------------- 1 | package metrics 2 | 3 | import ( 4 | "context" 5 | "fmt" 6 | "time" 7 | 8 | "github.com/caicloud/nirvana/log" 9 | v1 "github.com/dyweb/cloudab/pkg/apis/v1" 10 | "github.com/dyweb/cloudab/pkg/store" 11 | "github.com/dyweb/cloudab/pkg/traffic" 12 | "go.mongodb.org/mongo-driver/bson" 13 | "go.mongodb.org/mongo-driver/bson/primitive" 14 | ) 15 | 16 | // Controller defines the Experiment controller which is used to handle user requests. 17 | type Controller struct { 18 | collection string 19 | } 20 | 21 | // New creates a new Controller. 22 | func New() Controller { 23 | return Controller{ 24 | collection: "experiments", 25 | } 26 | } 27 | 28 | // ReportMetrics reports metrics. 29 | func (c Controller) ReportMetrics(ctx context.Context, 30 | id primitive.ObjectID, userID string, 31 | metricName string, value int64) (*v1.Experiment, error) { 32 | logger := log.DefaultLogger() 33 | 34 | cctx, cancel := context.WithTimeout(ctx, 1*time.Second) 35 | defer cancel() 36 | 37 | singleResult := store.DB.Collection(c.collection).FindOne(cctx, bson.D{ 38 | { 39 | Key: "_id", 40 | Value: id, 41 | }, 42 | }) 43 | if singleResult == nil { 44 | return nil, fmt.Errorf("Failed to find the experiment with id %s", id.Hex()) 45 | } 46 | var experiment v1.Experiment 47 | if err := singleResult.Decode(&experiment); err != nil { 48 | return nil, err 49 | } 50 | 51 | versions := experiment.Versions 52 | logger.V(log.LevelDebug).Infof("Routing in %d version(s) for the given experiment %s", 53 | len(versions), experiment.ID.Hex()) 54 | r := traffic.NewRouter() 55 | versionID, err := r.Route(userID, versions) 56 | if err != nil { 57 | return nil, err 58 | } 59 | 60 | // Check if the versionID works as expected. 61 | if len(versions) <= versionID { 62 | return nil, fmt.Errorf("Failed to get the version") 63 | } else if versions[versionID].ID == nil { 64 | return nil, fmt.Errorf("Failed to get the version at %d: %v", 65 | versionID, versions[versionID]) 66 | } 67 | 68 | if versions[versionID].Metrics == nil { 69 | versions[versionID].Metrics = make(map[string]v1.Metric) 70 | } 71 | versions[versionID].Metrics[metricName] = v1.Metric{ 72 | Name: metricName, 73 | Value: value, 74 | } 75 | 76 | cctx, cancel = context.WithTimeout(ctx, 1*time.Second) 77 | defer cancel() 78 | // TODO(gaocegege): Use updateOnce instead. 79 | _, err = store.DB.Collection(c.collection).ReplaceOne(cctx, 80 | bson.D{ 81 | { 82 | Key: "_id", 83 | Value: id, 84 | }, 85 | }, experiment) 86 | if err != nil { 87 | return nil, err 88 | } 89 | 90 | return &experiment, nil 91 | } 92 | -------------------------------------------------------------------------------- /pkg/middlewares/middlewares.go: -------------------------------------------------------------------------------- 1 | package middlewares 2 | 3 | import def "github.com/caicloud/nirvana/definition" 4 | 5 | // Middlewares returns a list of middlewares. 6 | func Middlewares() []def.Middleware { 7 | return []def.Middleware{} 8 | } 9 | -------------------------------------------------------------------------------- /pkg/modifiers/modifiers.go: -------------------------------------------------------------------------------- 1 | // +nirvana:api=modifiers:"Modifiers" 2 | 3 | package modifiers 4 | 5 | import "github.com/caicloud/nirvana/service" 6 | 7 | // Modifiers returns a list of modifiers. 8 | func Modifiers() []service.DefinitionModifier { 9 | return []service.DefinitionModifier{ 10 | service.FirstContextParameter(), 11 | service.ConsumeNoneForHTTPGet(), 12 | service.ConsumeNoneForHTTPDelete(), 13 | service.ProduceNoneForHTTPDelete(), 14 | service.ConsumeNoneForHTTPHead(), 15 | service.ProduceNoneForHTTPHead(), 16 | service.ConsumeAllIfConsumesIsEmpty(), 17 | service.ProduceAllIfProducesIsEmpty(), 18 | } 19 | } 20 | -------------------------------------------------------------------------------- /pkg/store/store.go: -------------------------------------------------------------------------------- 1 | package store 2 | 3 | import ( 4 | "context" 5 | "time" 6 | 7 | "go.mongodb.org/mongo-driver/mongo" 8 | "go.mongodb.org/mongo-driver/mongo/options" 9 | 10 | "github.com/dyweb/cloudab/pkg/config" 11 | ) 12 | 13 | var ( 14 | cli *mongo.Client 15 | DB *mongo.Database 16 | ) 17 | 18 | func Initialize(c *config.Config) error { 19 | ctx, cancel := context.WithTimeout(context.Background(), 10*time.Second) 20 | defer cancel() 21 | cli, err := mongo.Connect(ctx, options.Client().ApplyURI(c.MongoURI).SetMinPoolSize(2).SetMaxPoolSize(2)) 22 | if err != nil { 23 | return err 24 | } 25 | 26 | // The Client.Ping method can be used to verify that the deployment is successfully connected and the 27 | // Client was correctly configured. 28 | if err := cli.Ping(ctx, nil); err != nil { 29 | return err 30 | } 31 | DB = cli.Database(c.DBName) 32 | return nil 33 | } 34 | 35 | func Disconnect() error { 36 | ctx, cancel := context.WithTimeout(context.Background(), 10*time.Second) 37 | defer cancel() 38 | 39 | return cli.Disconnect(ctx) 40 | } 41 | -------------------------------------------------------------------------------- /pkg/traffic/traffic.go: -------------------------------------------------------------------------------- 1 | package traffic 2 | 3 | import ( 4 | "fmt" 5 | 6 | "github.com/caicloud/nirvana/log" 7 | v1 "github.com/dyweb/cloudab/pkg/apis/v1" 8 | "github.com/spaolacci/murmur3" 9 | ) 10 | 11 | const ( 12 | defaultBuckets = 1000 13 | defaultSeed = 10000 14 | ) 15 | 16 | var ( 17 | defaultHashFunc = func(userID string) uint64 { 18 | h := murmur3.New64WithSeed(defaultSeed) 19 | h.Write([]byte(userID)) 20 | return h.Sum64() 21 | } 22 | ) 23 | 24 | type HashFunc func(userID string) uint64 25 | 26 | type Router struct { 27 | Bucket uint64 28 | HashFunc HashFunc 29 | } 30 | 31 | func NewRouter() *Router { 32 | return &Router{ 33 | Bucket: 100, 34 | HashFunc: defaultHashFunc, 35 | } 36 | } 37 | 38 | // Route routes userID to one version. 39 | func (r Router) Route(userID string, versions []v1.Version) (int, error) { 40 | logger := log.DefaultLogger() 41 | 42 | hashNum := r.HashFunc(userID) 43 | logger.V(log.LevelDebug).Infof( 44 | "UserID %s, hash is %d", userID, hashNum) 45 | bucketNum := hashNum % r.Bucket 46 | 47 | expected := -1 48 | for i, v := range versions { 49 | currentBuckets := uint64(v.Traffic) * (r.Bucket / 100) 50 | logger.V(log.LevelDebug).Infof( 51 | "Expected bucket: %d, current bucket: %d", bucketNum, currentBuckets) 52 | if bucketNum > currentBuckets { 53 | bucketNum -= currentBuckets 54 | } 55 | expected = i 56 | logger.V(log.LevelDebug).Infof("Find the expected version %d", expected) 57 | break 58 | } 59 | 60 | if expected == -1 { 61 | return -1, fmt.Errorf( 62 | "Failed to get the version in router with bucket %d and total buckets %d", 63 | bucketNum, defaultBuckets) 64 | } 65 | return expected, nil 66 | } 67 | -------------------------------------------------------------------------------- /pkg/version/version.go: -------------------------------------------------------------------------------- 1 | package version 2 | 3 | // Following values should be substituted with a real value during build. 4 | var ( 5 | Version = "Unknown" 6 | Commit = "Unknown" 7 | Package = "github.com/dyweb/cloudab" 8 | ) 9 | -------------------------------------------------------------------------------- /test/test_make.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | set -e 4 | 5 | ROOT=$(dirname "${BASH_SOURCE}")/.. 6 | 7 | function test_make() { 8 | cd $ROOT 9 | make lint 10 | make test 11 | make build 12 | make build-linux 13 | make container 14 | make clean 15 | cd .. 16 | } 17 | 18 | test_make 19 | --------------------------------------------------------------------------------