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feat: support cohort targeting for local evaluation #27

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merged 29 commits into from
Aug 27, 2024
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574bab0
initial commit
tyiuhc Jun 17, 2024
b527601
add deployment runner
tyiuhc Jun 27, 2024
287d71f
fix tests
tyiuhc Jun 27, 2024
f186f00
fix flag storage to use pointer
tyiuhc Jun 27, 2024
d16abcf
fix evaluation context
tyiuhc Jul 1, 2024
d6d6b9a
add config tests, refactor exceptions, ignore CohortNotModifiedException
tyiuhc Jul 1, 2024
8ba6b45
fix logging
tyiuhc Jul 1, 2024
dcc2a07
fix lint
tyiuhc Jul 1, 2024
96f5f32
fix cohort_download_api_test.go, rename cohort vars
tyiuhc Jul 1, 2024
9754ca2
fix flag_config_test and handle old flag config not existing in deplo…
tyiuhc Jul 1, 2024
b50319d
Update max cohort size, remove unused local flags var
tyiuhc Jul 1, 2024
1afeeb9
Refactor deployment_runner, rename classes and methods
tyiuhc Jul 3, 2024
1df8194
Fix class/method names
tyiuhc Jul 3, 2024
b76f091
remove lock for user type
tyiuhc Jul 15, 2024
2c69e4f
add CI tests and update build.yml
tyiuhc Jul 25, 2024
27e0876
handle godotenv error with print
tyiuhc Jul 25, 2024
40df4cb
update client tests
tyiuhc Jul 25, 2024
c4c4260
update README
tyiuhc Jul 25, 2024
73672b2
Cohort not modified should not throw exception
tyiuhc Jul 31, 2024
aa97fc4
debug message for cohort not modified
tyiuhc Jul 31, 2024
a2d74f8
nit: update test name
tyiuhc Jul 31, 2024
683d0c2
do not throw error on cohort download failure, log error on evaluate
tyiuhc Aug 1, 2024
eb77b8b
fix lint
tyiuhc Aug 1, 2024
c21c81c
make exceptions private to package
tyiuhc Aug 5, 2024
5d6055f
download cohorts gets cohort ids from flags
tyiuhc Aug 6, 2024
28c1793
use const for cohort poller interval
tyiuhc Aug 6, 2024
82cc98a
update cohort_sync_config fields: include polling and remove request …
tyiuhc Aug 6, 2024
1fc1c3d
make cohort storage private
tyiuhc Aug 6, 2024
6d78f49
add SDK+version to cohort request headers
tyiuhc Aug 7, 2024
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6 changes: 6 additions & 0 deletions .github/workflows/build.yml
Original file line number Diff line number Diff line change
Expand Up @@ -25,6 +25,7 @@ jobs:
with:
version: latest
test:
environment: Unit Test
runs-on: 'ubuntu-latest'
steps:
- name: Checkout
Expand All @@ -35,5 +36,10 @@ jobs:
go-version: '1.17'
check-latest: true
- name: Test
env:
API_KEY: ${{ secrets.API_KEY }}
SECRET_KEY: ${{ secrets.SECRET_KEY }}
EU_API_KEY: ${{ secrets.EU_API_KEY }}
EU_SECRET_KEY: ${{ secrets.EU_SECRET_KEY }}
run: |
go test ./...
1 change: 1 addition & 0 deletions .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -2,3 +2,4 @@
xpmt
.DS_Store
cmd/xpmt/bin/
pkg/experiment/local/.env
9 changes: 9 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -110,3 +110,12 @@ Fetch variants for a user given an experiment user JSON object
```

> Note: must use single quotes around JSON object string

### Running unit tests suite
To set up for running test on local, create a `.env` file in `pkg/experiment/local` with following
contents, and replace `{API_KEY}` and `{SECRET_KEY}` (or `{EU_API_KEY}` and `{EU_SECRET_KEY}` for EU data center) for the project in test:

```
API_KEY={API_KEY}
SECRET_KEY={SECRET_KEY}
```
7 changes: 6 additions & 1 deletion go.mod
Original file line number Diff line number Diff line change
Expand Up @@ -4,4 +4,9 @@ go 1.12

require github.com/spaolacci/murmur3 v1.1.0

require github.com/amplitude/analytics-go v1.0.1
require (
github.com/amplitude/analytics-go v1.0.1
github.com/jarcoal/httpmock v1.3.1
github.com/joho/godotenv v1.5.1
github.com/stretchr/testify v1.9.0
)
13 changes: 11 additions & 2 deletions go.sum
Original file line number Diff line number Diff line change
Expand Up @@ -5,18 +5,27 @@ github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c
github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
github.com/google/uuid v1.3.0 h1:t6JiXgmwXMjEs8VusXIJk2BXHsn+wx8BZdTaoZ5fu7I=
github.com/google/uuid v1.3.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
github.com/jarcoal/httpmock v1.3.1 h1:iUx3whfZWVf3jT01hQTO/Eo5sAYtB2/rqaUuOtpInww=
github.com/jarcoal/httpmock v1.3.1/go.mod h1:3yb8rc4BI7TCBhFY8ng0gjuLKJNquuDNiPaZjnENuYg=
github.com/joho/godotenv v1.5.1 h1:7eLL/+HRGLY0ldzfGMeQkb7vMd0as4CfYvUVzLqw0N0=
github.com/joho/godotenv v1.5.1/go.mod h1:f4LDr5Voq0i2e/R5DDNOoa2zzDfwtkZa6DnEwAbqwq4=
github.com/maxatome/go-testdeep v1.12.0 h1:Ql7Go8Tg0C1D/uMMX59LAoYK7LffeJQ6X2T04nTH68g=
github.com/maxatome/go-testdeep v1.12.0/go.mod h1:lPZc/HAcJMP92l7yI6TRz1aZN5URwUBUAfUNvrclaNM=
github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
github.com/spaolacci/murmur3 v1.1.0 h1:7c1g84S4BPRrfL5Xrdp6fOJ206sU9y293DDHaoy0bLI=
github.com/spaolacci/murmur3 v1.1.0/go.mod h1:JwIasOWyU6f++ZhiEuf87xNszmSA2myDM2Kzu9HwQUA=
github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw=
github.com/stretchr/objx v0.5.0 h1:1zr/of2m5FGMsad5YfcqgdqdWrIhu+EBEJRhR1U7z/c=
github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo=
github.com/stretchr/objx v0.5.2 h1:xuMeJ0Sdp5ZMRXx/aWO6RZxdr3beISkG5/G/aIRr3pY=
github.com/stretchr/objx v0.5.2/go.mod h1:FRsXN1f5AsAjCGJKqEizvkpNtU+EGNCLh3NxZ/8L+MA=
github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU=
github.com/stretchr/testify v1.8.1 h1:w7B6lhMri9wdJUVmEZPGGhZzrYTPvgJArz7wNPgYKsk=
github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4=
github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg=
github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405 h1:yhCVgyC4o1eVCa2tZl7eS0r+SDo693bJlVdllGtEeKM=
gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
Expand Down
57 changes: 56 additions & 1 deletion internal/evaluation/context.go
Original file line number Diff line number Diff line change
@@ -1,13 +1,16 @@
package evaluation

import "github.com/amplitude/experiment-go-server/pkg/experiment"
import (
"github.com/amplitude/experiment-go-server/pkg/experiment"
)

func UserToContext(user *experiment.User) map[string]interface{} {
if user == nil {
return nil
}
context := make(map[string]interface{})
userMap := make(map[string]interface{})

if len(user.UserId) != 0 {
userMap["user_id"] = user.UserId
}
Expand Down Expand Up @@ -56,6 +59,58 @@ func UserToContext(user *experiment.User) map[string]interface{} {
if len(user.UserProperties) != 0 {
userMap["user_properties"] = user.UserProperties
}
if len(user.Groups) != 0 {
userMap["groups"] = user.Groups
}
if len(user.CohortIds) != 0 {
userMap["cohort_ids"] = extractKeys(user.CohortIds)
}

context["user"] = userMap

if user.Groups == nil {
return context
}

groups := make(map[string]interface{})
for groupType, groupNames := range user.Groups {
if len(groupNames) > 0 {
groupName := groupNames[0]
groupNameMap := map[string]interface{}{
"group_name": groupName,
}

if user.GroupProperties != nil {
if groupPropertiesType, ok := user.GroupProperties[groupType]; ok {
if groupPropertiesName, ok := groupPropertiesType[groupName]; ok {
groupNameMap["group_properties"] = groupPropertiesName
}
}
}

if user.GroupCohortIds != nil {
if groupCohortIdsType, ok := user.GroupCohortIds[groupType]; ok {
if groupCohortIdsName, ok := groupCohortIdsType[groupName]; ok {
groupNameMap["cohort_ids"] = extractKeys(groupCohortIdsName)
}
}
}

groups[groupType] = groupNameMap
}
}

if len(groups) > 0 {
context["groups"] = groups
}

return context
}

func extractKeys(m map[string]struct{}) []string {
keys := make([]string, 0, len(m))
for key := range m {
keys = append(keys, key)
}
return keys
}
121 changes: 92 additions & 29 deletions pkg/experiment/local/client.go
Original file line number Diff line number Diff line change
Expand Up @@ -27,10 +27,13 @@ type Client struct {
config *Config
client *http.Client
poller *poller
flags map[string]*evaluation.Flag
flagsMutex *sync.RWMutex
engine *evaluation.Engine
assignmentService *assignmentService
cohortStorage cohortStorage
flagConfigStorage flagConfigStorage
cohortLoader *cohortLoader
deploymentRunner *deploymentRunner
}

func Initialize(apiKey string, config *Config) *Client {
Expand All @@ -43,23 +46,35 @@ func Initialize(apiKey string, config *Config) *Client {
config = fillConfigDefaults(config)
log := logger.New(config.Debug)
var as *assignmentService
if config.AssignmentConfig != nil && config.AssignmentConfig.APIKey != "" {
if config.AssignmentConfig != nil && config.AssignmentConfig.APIKey != "" {
amplitudeClient := amplitude.NewClient(config.AssignmentConfig.Config)
as = &assignmentService{
amplitude: &amplitudeClient,
filter: newAssignmentFilter(config.AssignmentConfig.CacheCapacity),
filter: newAssignmentFilter(config.AssignmentConfig.CacheCapacity),
}
}
cohortStorage := newInMemoryCohortStorage()
flagConfigStorage := newInMemoryFlagConfigStorage()
var cohortLoader *cohortLoader
var deploymentRunner *deploymentRunner
if config.CohortSyncConfig != nil {
cohortDownloadApi := newDirectCohortDownloadApi(config.CohortSyncConfig.ApiKey, config.CohortSyncConfig.SecretKey, config.CohortSyncConfig.MaxCohortSize, config.CohortSyncConfig.CohortServerUrl, config.Debug)
cohortLoader = newCohortLoader(cohortDownloadApi, cohortStorage)
}
deploymentRunner = newDeploymentRunner(config, newFlagConfigApiV2(apiKey, config.ServerUrl, config.FlagConfigPollerRequestTimeout), flagConfigStorage, cohortStorage, cohortLoader)
client = &Client{
log: log,
apiKey: apiKey,
config: config,
client: &http.Client{},
poller: newPoller(),
flags: make(map[string]*evaluation.Flag),
flagsMutex: &sync.RWMutex{},
engine: evaluation.NewEngine(log),
log: log,
apiKey: apiKey,
config: config,
client: &http.Client{},
poller: newPoller(),
flagsMutex: &sync.RWMutex{},
engine: evaluation.NewEngine(log),
assignmentService: as,
cohortStorage: cohortStorage,
flagConfigStorage: flagConfigStorage,
cohortLoader: cohortLoader,
deploymentRunner: deploymentRunner,
}
client.log.Debug("config: %v", *config)
clients[apiKey] = client
Expand All @@ -69,20 +84,10 @@ func Initialize(apiKey string, config *Config) *Client {
}

func (c *Client) Start() error {
result, err := c.doFlagsV2()
err := c.deploymentRunner.start()
if err != nil {
return err
}
c.flags = result
c.poller.Poll(c.config.FlagConfigPollerInterval, func() {
result, err := c.doFlagsV2()
if err != nil {
return
}
c.flagsMutex.Lock()
c.flags = result
c.flagsMutex.Unlock()
})
return nil
}

Expand Down Expand Up @@ -110,10 +115,17 @@ func (c *Client) Evaluate(user *experiment.User, flagKeys []string) (map[string]
}

func (c *Client) EvaluateV2(user *experiment.User, flagKeys []string) (map[string]experiment.Variant, error) {
userContext := evaluation.UserToContext(user)
c.flagsMutex.RLock()
sortedFlags, err := topologicalSort(c.flags, flagKeys)
c.flagsMutex.RUnlock()
flagConfigs := c.flagConfigStorage.getFlagConfigs()
sortedFlags, err := topologicalSort(flagConfigs, flagKeys)
if err != nil {
return nil, err
}
c.requiredCohortsInStorage(sortedFlags)
enrichedUser, err := c.enrichUserWithCohorts(user, flagConfigs)
if err != nil {
return nil, err
}
userContext := evaluation.UserToContext(enrichedUser)
if err != nil {
return nil, err
}
Expand Down Expand Up @@ -149,9 +161,7 @@ func (c *Client) FlagsV2() (string, error) {

// FlagMetadata returns a copy of the flag's metadata. If the flag is not found then nil is returned.
func (c *Client) FlagMetadata(flagKey string) map[string]interface{} {
c.flagsMutex.RLock()
f := c.flags[flagKey]
c.flagsMutex.RUnlock()
f := c.flagConfigStorage.getFlagConfig(flagKey)
if f == nil {
return nil
}
Expand Down Expand Up @@ -329,3 +339,56 @@ func coerceString(value interface{}) string {
}
return fmt.Sprintf("%v", value)
}

func (c *Client) requiredCohortsInStorage(flagConfigs []*evaluation.Flag) {
storedCohortIDs := c.cohortStorage.getCohortIds()
for _, flag := range flagConfigs {
flagCohortIDs := getAllCohortIDsFromFlag(flag)
missingCohorts := difference(flagCohortIDs, storedCohortIDs)

if len(missingCohorts) > 0 {
if c.config.CohortSyncConfig != nil {
c.log.Debug(
"Evaluating flag %s dependent on cohorts %v without %v in storage",
flag.Key, flagCohortIDs, missingCohorts,
)
} else {
c.log.Debug(
"Evaluating flag %s dependent on cohorts %v without cohort syncing configured",
flag.Key, flagCohortIDs,
)
}
}
}
}

func (c *Client) enrichUserWithCohorts(user *experiment.User, flagConfigs map[string]*evaluation.Flag) (*experiment.User, error) {
flagConfigSlice := make([]*evaluation.Flag, 0, len(flagConfigs))

for _, value := range flagConfigs {
flagConfigSlice = append(flagConfigSlice, value)
}
groupedCohortIDs := getGroupedCohortIDsFromFlags(flagConfigSlice)

if cohortIDs, ok := groupedCohortIDs[userGroupType]; ok {
if len(cohortIDs) > 0 && user.UserId != "" {
user.CohortIds = c.cohortStorage.getCohortsForUser(user.UserId, cohortIDs)
}
}

if user.Groups != nil {
for groupType, groupNames := range user.Groups {
groupName := ""
if len(groupNames) > 0 {
groupName = groupNames[0]
}
if groupName == "" {
continue
}
if cohortIDs, ok := groupedCohortIDs[groupType]; ok {
user.AddGroupCohortIds(groupType, groupName, c.cohortStorage.getCohortsForGroup(groupType, groupName, cohortIDs))
}
}
}
return user, nil
}
55 changes: 55 additions & 0 deletions pkg/experiment/local/client_eu_test.go
Original file line number Diff line number Diff line change
@@ -0,0 +1,55 @@
package local

import (
"github.com/amplitude/experiment-go-server/pkg/experiment"
"github.com/joho/godotenv"
"log"
"os"
"testing"
)

var clientEU *Client

func init() {
err := godotenv.Load()
if err != nil {
log.Printf("Error loading .env file: %v", err)
}
projectApiKey := os.Getenv("EU_API_KEY")
secretKey := os.Getenv("EU_SECRET_KEY")
cohortSyncConfig := CohortSyncConfig{
ApiKey: projectApiKey,
SecretKey: secretKey,
}
clientEU = Initialize("server-Qlp7XiSu6JtP2S3JzA95PnP27duZgQCF",
&Config{CohortSyncConfig: &cohortSyncConfig, ServerZone: EUServerZone})
err = clientEU.Start()
if err != nil {
panic(err)
}
}

func TestEvaluateV2CohortEU(t *testing.T) {
targetedUser := &experiment.User{UserId: "1", DeviceId: "0"}
nonTargetedUser := &experiment.User{UserId: "not_targeted", DeviceId: "0"}
flagKeys := []string{"sdk-local-evaluation-user-cohort"}
result, err := clientEU.EvaluateV2(targetedUser, flagKeys)
if err != nil {
t.Fatalf("Unexpected error %v", err)
}
variant := result["sdk-local-evaluation-user-cohort"]
if variant.Key != "on" {
t.Fatalf("Unexpected variant %v", variant)
}
if variant.Value != "on" {
t.Fatalf("Unexpected variant %v", variant)
}
result, err = clientEU.EvaluateV2(nonTargetedUser, flagKeys)
if err != nil {
t.Fatalf("Unexpected error %v", err)
}
variant = result["sdk-local-evaluation-user-cohort"]
if variant.Key != "off" {
t.Fatalf("Unexpected variant %v", variant)
}
}
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