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test.go
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test.go
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package helpers
import (
"context"
"time"
"dario.cat/mergo"
"github.com/sirupsen/logrus"
"github.com/stretchr/testify/suite"
"github.com/G-Research/fasttrackml/pkg/api/mlflow/common"
"github.com/G-Research/fasttrackml/pkg/api/mlflow/config"
"github.com/G-Research/fasttrackml/pkg/api/mlflow/dao/models"
"github.com/G-Research/fasttrackml/pkg/database"
"github.com/G-Research/fasttrackml/pkg/server"
"github.com/G-Research/fasttrackml/tests/integration/golang/fixtures"
)
type BaseTestSuite struct {
suite.Suite
db database.DBProvider
Config config.ServiceConfig
server server.Server
setupHooks []func()
tearDownHooks []func()
AIMClient func() *HttpClient
MlflowClient func() *HttpClient
AdminClient func() *HttpClient
ChooserClient func() *HttpClient
AppFixtures *fixtures.AppFixtures
RunFixtures *fixtures.RunFixtures
TagFixtures *fixtures.TagFixtures
MetricFixtures *fixtures.MetricFixtures
ContextFixtures *fixtures.ContextFixtures
ParamFixtures *fixtures.ParamFixtures
ProjectFixtures *fixtures.ProjectFixtures
DashboardFixtures *fixtures.DashboardFixtures
ExperimentFixtures *fixtures.ExperimentFixtures
DefaultExperiment *models.Experiment
NamespaceFixtures *fixtures.NamespaceFixtures
DefaultNamespace *models.Namespace
ResetOnSubTest bool
SkipCreateDefaultNamespace bool
SkipCreateDefaultExperiment bool
}
func (s *BaseTestSuite) runSetupHooks() {
for _, hook := range s.setupHooks {
hook()
}
}
func (s *BaseTestSuite) runTearDownHooks() {
for _, hook := range s.tearDownHooks {
hook()
}
}
func (s *BaseTestSuite) initLogger() {
levelString := GetLogLevel()
level, err := logrus.ParseLevel(levelString)
s.Require().Nil(err)
logrus.SetLevel(level)
}
func (s *BaseTestSuite) initDB() {
dsn, err := GenerateDatabaseURI(s.T(), GetDatabaseBackend())
s.Require().Nil(err)
s.db, err = database.NewDBProvider(
dsn,
1*time.Second,
20,
)
s.Require().Nil(err)
}
func (s *BaseTestSuite) initFixtures() {
db := s.db.GormDB()
appFixtures, err := fixtures.NewAppFixtures(db)
s.Require().Nil(err)
s.AppFixtures = appFixtures
dashboardFixtures, err := fixtures.NewDashboardFixtures(db)
s.Require().Nil(err)
s.DashboardFixtures = dashboardFixtures
experimentFixtures, err := fixtures.NewExperimentFixtures(db)
s.Require().Nil(err)
s.ExperimentFixtures = experimentFixtures
metricFixtures, err := fixtures.NewMetricFixtures(db)
s.Require().Nil(err)
s.MetricFixtures = metricFixtures
contextFixtures, err := fixtures.NewContextFixtures(db)
s.Require().Nil(err)
s.ContextFixtures = contextFixtures
namespaceFixtures, err := fixtures.NewNamespaceFixtures(db)
s.Require().Nil(err)
s.NamespaceFixtures = namespaceFixtures
projectFixtures, err := fixtures.NewProjectFixtures(db)
s.Require().Nil(err)
s.ProjectFixtures = projectFixtures
paramFixtures, err := fixtures.NewParamFixtures(db)
s.Require().Nil(err)
s.ParamFixtures = paramFixtures
runFixtures, err := fixtures.NewRunFixtures(db)
s.Require().Nil(err)
s.RunFixtures = runFixtures
tagFixtures, err := fixtures.NewTagFixtures(db)
s.Require().Nil(err)
s.TagFixtures = tagFixtures
}
func (s *BaseTestSuite) closeDB() {
s.Require().Nil(s.db.Close())
}
func (s *BaseTestSuite) startServer() {
cfg := config.ServiceConfig{
DatabaseURI: s.db.Dsn(),
DatabasePoolMax: 10,
DatabaseSlowThreshold: 1 * time.Second,
DatabaseMigrate: true,
DefaultArtifactRoot: s.T().TempDir(),
S3EndpointURI: GetS3EndpointUri(),
GSEndpointURI: GetGSEndpointUri(),
}
s.Require().Nil(mergo.Merge(&cfg, s.Config))
srv, err := server.NewServer(context.Background(), &cfg)
s.Require().Nil(err)
s.server = srv
s.AIMClient = func() *HttpClient {
return NewAimApiClient(s.server)
}
s.MlflowClient = func() *HttpClient {
return NewMlflowApiClient(s.server)
}
s.AdminClient = func() *HttpClient {
return NewAdminApiClient(s.server)
}
s.ChooserClient = func() *HttpClient {
return NewChooserApiClient(s.server)
}
}
func (s *BaseTestSuite) stopServer() {
s.Require().Nil(s.server.ShutdownWithTimeout(5 * time.Second))
}
func (s *BaseTestSuite) setupDatabase() {
s.resetDatabase()
if !s.SkipCreateDefaultNamespace {
var err error
s.DefaultNamespace, err = s.NamespaceFixtures.CreateNamespace(
context.Background(),
&models.Namespace{
ID: 1,
Code: models.DefaultNamespaceCode,
DefaultExperimentID: common.GetPointer(models.DefaultExperimentID),
},
)
s.Require().Nil(err)
if !s.SkipCreateDefaultExperiment {
s.DefaultExperiment, err = s.ExperimentFixtures.CreateExperiment(
context.Background(),
&models.Experiment{
ID: common.GetPointer(models.DefaultExperimentID),
Name: "Default",
LifecycleStage: models.LifecycleStageActive,
NamespaceID: s.DefaultNamespace.ID,
},
)
s.Require().Nil(err)
s.DefaultNamespace.DefaultExperimentID = s.DefaultExperiment.ID
_, err = s.NamespaceFixtures.UpdateNamespace(context.Background(), s.DefaultNamespace)
s.Require().Nil(err)
}
}
s.Require().Nil(database.CreateDefaultMetricContext(s.db.GormDB()))
}
func (s *BaseTestSuite) resetDatabase() {
s.Require().Nil(s.NamespaceFixtures.TruncateTables())
}
func (s *BaseTestSuite) AddSetupHook(hook func()) {
s.setupHooks = append(s.setupHooks, hook)
}
func (s *BaseTestSuite) AddTearDownHook(hook func()) {
s.tearDownHooks = append([]func(){hook}, s.tearDownHooks...)
}
func (s *BaseTestSuite) SetupSuite() {
s.initLogger()
s.initDB()
s.initFixtures()
s.AddSetupHook(s.startServer)
s.AddSetupHook(s.setupDatabase)
s.AddTearDownHook(s.resetDatabase)
s.AddTearDownHook(s.stopServer)
}
func (s *BaseTestSuite) TearDownSuite() {
s.closeDB()
}
func (s *BaseTestSuite) SetupTest() {
if !s.ResetOnSubTest {
s.runSetupHooks()
}
}
func (s *BaseTestSuite) SetupSubTest() {
if s.ResetOnSubTest {
s.runSetupHooks()
}
}
func (s *BaseTestSuite) TearDownTest() {
if !s.ResetOnSubTest {
s.runTearDownHooks()
}
}
func (s *BaseTestSuite) TearDownSubTest() {
if s.ResetOnSubTest {
s.runTearDownHooks()
}
}