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e2e_test.go
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//go:build integration || integration_large
package main
import (
"asvec/cmd/flags"
"asvec/tests"
"bytes"
"context"
"crypto/tls"
"fmt"
"io"
"log/slog"
"os"
"os/exec"
"regexp"
"strconv"
"strings"
"testing"
"time"
avs "github.com/aerospike/avs-client-go"
"github.com/aerospike/avs-client-go/protos"
"github.com/stretchr/testify/suite"
)
var logger = slog.New(slog.NewTextHandler(os.Stderr, &slog.HandlerOptions{Level: slog.LevelDebug}))
var (
testNamespace = "test"
testSet = "testset"
barNamespace = "bar"
)
type CmdTestSuite struct {
tests.CmdBaseTestSuite
configFileClusterName string
}
func TestCmdSuite(t *testing.T) {
logger = logger.With(slog.Bool("test-logger", true)) // makes it easy to see which logger is which
rootCA, err := tests.GetCACert("docker/tls/config/tls/ca.aerospike.com.crt")
if err != nil {
t.Fatalf("unable to read root ca %v", err)
t.FailNow()
logger.Error("Failed to read cert")
}
certificates, err := tests.GetCertificates("docker/mtls/config/tls/localhost.crt", "docker/mtls/config/tls/localhost.key")
if err != nil {
t.Fatalf("unable to read certificates %v", err)
t.FailNow()
logger.Error("Failed to read cert")
}
avsSeed := "localhost"
avsPort := 10000
avsHostPort := avs.NewHostPort(avsSeed, avsPort)
logger.Info("%v", slog.Any("cert", rootCA))
suites := []*CmdTestSuite{
{
configFileClusterName: "vanilla",
CmdBaseTestSuite: tests.CmdBaseTestSuite{
ComposeFile: "docker/vanilla/docker-compose.yml", // vanilla
SuiteFlags: []string{
"--log-level debug",
"--timeout 10s",
tests.CreateFlagStr(flags.Seeds, avsHostPort.String()),
},
AvsHostPort: avsHostPort,
},
},
{
configFileClusterName: "tls",
CmdBaseTestSuite: tests.CmdBaseTestSuite{
ComposeFile: "docker/tls/docker-compose.yml", // tls
SuiteFlags: []string{
"--log-level debug",
"--timeout 10s",
tests.CreateFlagStr(flags.Seeds, avsHostPort.String()),
tests.CreateFlagStr(flags.TLSCaFile, "docker/tls/config/tls/ca.aerospike.com.crt"),
},
AvsTLSConfig: &tls.Config{
Certificates: nil,
RootCAs: rootCA,
},
AvsHostPort: avsHostPort,
},
},
{
configFileClusterName: "mtls",
CmdBaseTestSuite: tests.CmdBaseTestSuite{
ComposeFile: "docker/mtls/docker-compose.yml", // mutual tls
SuiteFlags: []string{
"--log-level debug",
"--timeout 10s",
tests.CreateFlagStr(flags.Host, avsHostPort.String()),
tests.CreateFlagStr(flags.TLSCaFile, "docker/mtls/config/tls/ca.aerospike.com.crt"),
tests.CreateFlagStr(flags.TLSCertFile, "docker/mtls/config/tls/localhost.crt"),
tests.CreateFlagStr(flags.TLSKeyFile, "docker/mtls/config/tls/localhost.key"),
},
AvsTLSConfig: &tls.Config{
Certificates: certificates,
RootCAs: rootCA,
},
AvsHostPort: avsHostPort,
},
},
{
configFileClusterName: "auth",
CmdBaseTestSuite: tests.CmdBaseTestSuite{
ComposeFile: "docker/auth/docker-compose.yml", // tls + auth (auth requires tls)
SuiteFlags: []string{
"--log-level debug",
"--timeout 10s",
tests.CreateFlagStr(flags.Host, avsHostPort.String()),
tests.CreateFlagStr(flags.TLSCaFile, "docker/auth/config/tls/ca.aerospike.com.crt"),
tests.CreateFlagStr(flags.AuthUser, "admin"),
tests.CreateFlagStr(flags.AuthPassword, "admin"),
},
AvsCreds: avs.NewCredentialsFromUserPass("admin", "admin"),
AvsTLSConfig: &tls.Config{
Certificates: nil,
RootCAs: rootCA,
},
AvsHostPort: avsHostPort,
},
},
}
testSuiteEnv := os.Getenv("ASVEC_TEST_SUITES")
picked_suites := map[int]struct{}{}
if testSuiteEnv != "" {
testSuites := strings.Split(testSuiteEnv, ",")
for _, s := range testSuites {
i, err := strconv.Atoi(s)
if err != nil {
t.Fatalf("unable to convert %s to int: %v", s, err)
}
picked_suites[i] = struct{}{}
}
}
logger.Info("Running test suites", slog.Any("suites", picked_suites))
for i, s := range suites {
if len(picked_suites) != 0 {
if _, ok := picked_suites[i]; !ok {
continue
}
}
suite.Run(t, s)
}
}
func (suite *CmdTestSuite) SkipIfUserPassAuthDisabled() {
if suite.AvsCreds == nil {
suite.T().Skip("authentication is disabled. skipping test")
}
}
func (suite *CmdTestSuite) TestSuccessfulCreateIndexCmd() {
testCases := []struct {
name string
indexName string // index names must be unique for the suite
indexNamespace string
cmd string
expectedIndex *protos.IndexDefinition
}{
{
name: "test with labels",
indexName: "index0",
indexNamespace: "test",
cmd: "index create -y -n test -i index0 -d 256 -m SQUARED_EUCLIDEAN --vector-field vector0 --index-labels model=all-MiniLM-L6-v2,foo=bar",
expectedIndex: tests.NewIndexDefinitionBuilder(false, "index0", "test", 256, protos.VectorDistanceMetric_SQUARED_EUCLIDEAN, "vector0").
WithLabels(map[string]string{"model": "all-MiniLM-L6-v2", "foo": "bar"}).
Build(),
},
{
name: "test with storage config",
indexName: "index1",
indexNamespace: "test",
cmd: "index create -y -n test -i index1 -d 256 -m SQUARED_EUCLIDEAN --vector-field vector1 --storage-namespace bar --storage-set testbar",
expectedIndex: tests.NewIndexDefinitionBuilder(false, "index1", "test", 256, protos.VectorDistanceMetric_SQUARED_EUCLIDEAN, "vector1").
WithStorageNamespace("bar").
WithStorageSet("testbar").
Build(),
},
{
name: "test with hnsw params and seeds",
indexName: "index2",
indexNamespace: "test",
cmd: "index create -y -n test -i index2 -d 256 -m HAMMING --vector-field vector2 --hnsw-m 10 --hnsw-ef 11 --hnsw-ef-construction 12 --hnsw-max-mem-queue-size 10",
expectedIndex: tests.NewIndexDefinitionBuilder(false, "index2", "test", 256, protos.VectorDistanceMetric_HAMMING, "vector2").
WithHnswM(10).
WithHnswEf(11).
WithHnswEfConstruction(12).
WithHnswMaxMemQueueSize(10).
Build(),
},
{
name: "test with hnsw batch params",
indexName: "index3",
indexNamespace: "test",
cmd: "index create -y -n test -i index3 -d 256 -m COSINE --vector-field vector3 --hnsw-batch-index-interval 50s --hnsw-batch-max-index-records 10001 --hnsw-batch-reindex-interval 50s --hnsw-batch-max-reindex-records 10001",
expectedIndex: tests.NewIndexDefinitionBuilder(false, "index3", "test", 256, protos.VectorDistanceMetric_COSINE, "vector3").
WithHnswBatchingMaxIndexRecord(10001).
WithHnswBatchingIndexInterval(50000).
WithHnswBatchingMaxReindexRecord(10001).
WithHnswBatchingReindexInterval(50000).
Build(),
},
{
name: "test with hnsw cache params",
indexName: "index4",
indexNamespace: "test",
cmd: "index create -y -n test -i index4 -d 256 -m COSINE --vector-field vector4 --hnsw-index-cache-max-entries 1000 --hnsw-index-cache-expiry 10s",
expectedIndex: tests.NewIndexDefinitionBuilder(false, "index4", "test", 256, protos.VectorDistanceMetric_COSINE, "vector4").
WithHnswIndexCacheExpiry(10000).
WithHnswIndexCacheMaxEntries(1000).
Build(),
},
{
name: "test with hnsw healer params",
indexName: "index5",
indexNamespace: "test",
cmd: "index create -y -n test -i index5 -d 256 -m COSINE --vector-field vector5 --hnsw-healer-max-scan-rate-per-node 1000 --hnsw-healer-max-scan-page-size 1000 --hnsw-healer-reindex-percent 10.10 --hnsw-healer-schedule \"0 0 0 ? * *\" --hnsw-healer-parallelism 10",
expectedIndex: tests.NewIndexDefinitionBuilder(false, "index5", "test", 256, protos.VectorDistanceMetric_COSINE, "vector5").
WithHnswHealerMaxScanRatePerNode(1000).
WithHnswHealerMaxScanPageSize(1000).
WithHnswHealerReindexPercent(10.10).
WithHnswHealerSchedule("0 0 0 ? * *").
WithHnswHealerParallelism(10).
Build(),
},
{
name: "test with hnsw merge params",
indexName: "index6",
indexNamespace: "test",
cmd: "index create -y -n test -i index6 -d 256 -m COSINE --vector-field vector6 --hnsw-merge-index-parallelism 10 --hnsw-merge-reindex-parallelism 11",
expectedIndex: tests.NewIndexDefinitionBuilder(false, "index6", "test", 256, protos.VectorDistanceMetric_COSINE, "vector6").
WithHnswMergeIndexParallelism(10).
WithHnswMergeReIndexParallelism(11).
Build(),
},
{
name: "test with yaml file",
indexName: "yaml-file-index",
indexNamespace: "test",
cmd: fmt.Sprintf("index create -y --file tests/indexDef.yaml"),
expectedIndex: tests.NewIndexDefinitionBuilder(false, "yaml-file-index", "test", 10, protos.VectorDistanceMetric_COSINE, "vector").
WithSet("testset").
WithHnswEf(101).
WithHnswEfConstruction(102).
WithHnswM(103).
WithHnswMaxMemQueueSize(10004).
WithHnswBatchingIndexInterval(30001).
WithHnswBatchingMaxIndexRecord(100001).
WithHnswBatchingReindexInterval(30002).
WithHnswBatchingMaxReindexRecord(100002).
WithHnswIndexCacheMaxEntries(1001).
WithHnswIndexCacheExpiry(1002).
WithHnswRecordCacheMaxEntries(1006).
WithHnswRecordCacheExpiry(1007).
WithHnswHealerParallelism(7).
WithHnswHealerMaxScanRatePerNode(1).
WithHnswHealerMaxScanPageSize(2).
WithHnswHealerReindexPercent(3).
WithHnswHealerSchedule("0 15 10 ? * 6L 2022-2025").
WithHnswMergeIndexParallelism(7).
WithHnswMergeReIndexParallelism(5).
WithStorageNamespace("test").
WithStorageSet("name").
Build(),
},
{
name: "test with enable vector integrity check",
indexName: "integidx",
indexNamespace: "test",
cmd: "index create -y -n test -i integidx -d 256 -m COSINE --vector-field vector --hnsw-healer-max-scan-rate-per-node 1000 --hnsw-healer-max-scan-page-size 1000 --hnsw-healer-reindex-percent 10.10 --hnsw-healer-schedule \"0 0 0 ? * *\" --hnsw-healer-parallelism 10 --hnsw-vector-integrity-check false",
expectedIndex: tests.NewIndexDefinitionBuilder(false, "integidx", "test", 256, protos.VectorDistanceMetric_COSINE, "vector").
WithHnswHealerMaxScanRatePerNode(1000).
WithHnswHealerMaxScanPageSize(1000).
WithHnswHealerReindexPercent(10.10).
WithHnswHealerSchedule("0 0 0 ? * *").
WithHnswHealerParallelism(10).
WithHnswVectorIntegrityCheck(false).
Build(),
},
{
name: "test with record caching",
indexName: "recidx",
indexNamespace: "test",
cmd: "index create -y -n test -i recidx -d 256 -m SQUARED_EUCLIDEAN --vector-field vector0 --hnsw-record-cache-max-entries 1001 --hnsw-record-cache-expiry 20s",
expectedIndex: tests.NewIndexDefinitionBuilder(false, "recidx", "test", 256, protos.VectorDistanceMetric_SQUARED_EUCLIDEAN, "vector0").
WithHnswRecordCacheMaxEntries(1001).
WithHnswRecordCacheExpiry(20000).
Build(),
},
{
name: "test with infinite record cache expiry",
indexName: "recinfidx",
indexNamespace: "test",
cmd: "index create -y -n test -i recinfidx -d 256 -m SQUARED_EUCLIDEAN --vector-field vector0 --hnsw-record-cache-expiry -1",
expectedIndex: tests.NewIndexDefinitionBuilder(false, "recinfidx", "test", 256, protos.VectorDistanceMetric_SQUARED_EUCLIDEAN, "vector0").
WithHnswRecordCacheExpiry(-1).
Build(),
},
{
name: "test with infinite index cache expiry",
indexName: "idxinfidx",
indexNamespace: "test",
cmd: "index create -y -n test -i idxinfidx -d 256 -m SQUARED_EUCLIDEAN --vector-field vector0 --hnsw-index-cache-expiry -1",
expectedIndex: tests.NewIndexDefinitionBuilder(false, "idxinfidx", "test", 256, protos.VectorDistanceMetric_SQUARED_EUCLIDEAN, "vector0").
WithHnswIndexCacheExpiry(-1).
Build(),
},
{
name: "test with standalone index mode",
indexName: "stdaloneidx",
indexNamespace: "test",
cmd: "index create -y -n test -i stdaloneidx -d 256 -m SQUARED_EUCLIDEAN --vector-field vector0 --index-mode STANDALONE",
expectedIndex: tests.NewIndexDefinitionBuilder(false, "stdaloneidx", "test", 256, protos.VectorDistanceMetric_SQUARED_EUCLIDEAN, "vector0").
WithIndexMode(protos.IndexMode_STANDALONE).
Build(),
},
{
name: "test with distributed index mode",
indexName: "distributedidx",
indexNamespace: "test",
cmd: "index create -y -n test -i distributedidx -d 256 -m SQUARED_EUCLIDEAN --vector-field vector0 --index-mode DISTRIBUTED",
expectedIndex: tests.NewIndexDefinitionBuilder(false, "distributedidx", "test", 256, protos.VectorDistanceMetric_SQUARED_EUCLIDEAN, "vector0").
WithIndexMode(protos.IndexMode_DISTRIBUTED).
Build(),
},
}
for _, tc := range testCases {
suite.Run(tc.name, func() {
lines, stderr, err := suite.RunSuiteCmd(strings.FieldsFunc(tc.cmd, tests.SplitQuotedString)...)
if err != nil {
suite.Assert().NoError(err, "error: %s, stdout: %s, stderr: %s", err, lines, stderr)
suite.FailNow("unable to index create")
}
actual, err := suite.AvsClient.IndexGet(context.Background(), tc.indexNamespace, tc.indexName, false)
if err != nil {
suite.FailNowf("unable to get index", "%v", err)
}
suite.EqualExportedValues(tc.expectedIndex, actual)
})
}
}
func (suite *CmdTestSuite) TestPipeFromListIndexToCreateIndex() {
suite.CleanUpIndexes(context.Background())
testCases := []struct {
name string
indexDefs []*protos.IndexDefinition
sedReplaceStr string
createFail bool
checkContains []string
}{
{
name: "test with all indexes succeed",
indexDefs: []*protos.IndexDefinition{
tests.NewIndexDefinitionBuilder(false,
"exists1", "test", 256, protos.VectorDistanceMetric_COSINE, "vector",
).Build(),
tests.NewIndexDefinitionBuilder(false,
"exists2", "bar", 256, protos.VectorDistanceMetric_HAMMING, "vector",
).WithSet("barset").Build(),
},
sedReplaceStr: "s/exists/does-not-exist-yet/g",
createFail: false,
checkContains: []string{
"Successfully created index test.*.does-not-exist-yet1",
"Successfully created index bar.barset.does-not-exist-yet2",
"Successfully created all indexes from yaml",
},
},
{
name: "test with one index that fails",
indexDefs: []*protos.IndexDefinition{
tests.NewIndexDefinitionBuilder(false,
"exists3", "test", 256, protos.VectorDistanceMetric_COSINE, "vector",
).Build(),
tests.NewIndexDefinitionBuilder(false,
"exists4", "bar", 256, protos.VectorDistanceMetric_HAMMING, "vector",
).WithSet("barset").Build(),
},
sedReplaceStr: "s/exists3/does-not-exist-yet2/g",
createFail: true,
checkContains: []string{
"Successfully created index test.*.does-not-exist-yet2",
"Failed to create index bar.barset.exists4",
"Some indexes failed to be created",
},
},
{
name: "test with no index successfully created",
indexDefs: []*protos.IndexDefinition{
tests.NewIndexDefinitionBuilder(false,
"exists1", "test", 256, protos.VectorDistanceMetric_COSINE, "vector",
).Build(),
tests.NewIndexDefinitionBuilder(false,
"exists2", "bar", 256, protos.VectorDistanceMetric_HAMMING, "vector",
).WithSet("barset").Build(),
},
sedReplaceStr: "s/COSINE/HAMMING/g", // Doing this rather than removing sed for this test case
createFail: true,
checkContains: []string{
"Failed to create index test.*.exists1",
"Failed to create index bar.barset.exists2",
"Unable to create any new indexes",
},
},
}
for _, tc := range testCases {
suite.T().Run(tc.name, func(t *testing.T) {
for _, index := range tc.indexDefs {
err := suite.AvsClient.IndexCreateFromIndexDef(context.Background(), index)
if err != nil {
suite.FailNowf("unable to index create", "%v", err)
}
defer suite.AvsClient.IndexDrop(context.Background(), index.Id.Namespace, index.Id.Name)
}
// Test "asvec index list --yaml | sed 's/exists1/does-not-exist-yet/g' | asvec index create"
listArgs := []string{"index", "list", "--yaml"}
listArgs = suite.AddSuiteArgs(listArgs...)
listCmd := suite.GetCmd(listArgs...)
listPipe, err := listCmd.StdoutPipe()
if err != nil {
suite.FailNowf("unable to create list pipe", "%v", err)
}
// We need to change the name to something that does not exist yet
sedCmd := exec.Command("sed", tc.sedReplaceStr)
sedPipe, err := sedCmd.StdoutPipe()
if err != nil {
suite.FailNowf("unable to create sed pipe", "%v", err)
}
listPipeStdout := &bytes.Buffer{}
sedPipeStdout := &bytes.Buffer{}
sedCmd.Stdin = io.TeeReader(listPipe, listPipeStdout)
// sedCmd.Stdin = listPipe
createArgs := []string{"index", "create", "--log-level", "debug"}
createArgs = suite.AddSuiteArgs(createArgs...)
createCmd := suite.GetCmd(createArgs...)
createCmd.Stdin = io.TeeReader(sedPipe, sedPipeStdout)
// createCmd.Stdin = sedPipe
// Start list and sed commands so data can flow through the pipes
if err := listCmd.Start(); err != nil {
suite.FailNowf("unable to start list cmd", "%v", err)
}
logger.Debug("started list command", slog.String("cmd", listCmd.String()))
// Need to pause a bit while listCmd has some output
time.Sleep(time.Second * 1)
if err := sedCmd.Start(); err != nil {
suite.FailNowf("unable to start sed cmd", "%v", err)
}
logger.Debug("started sed command", slog.String("cmd", sedCmd.String()))
// Need to pause a bit while listCmd has some output
time.Sleep(time.Second * 1)
// Run create Cmd to completion
logger.Debug("running create command", slog.String("cmd", createCmd.String()))
output, err := createCmd.CombinedOutput()
logger.Debug(string(output))
// Cleanup list and sed commands
if err := listCmd.Wait(); err != nil {
logger.Debug("asvec index ls output", slog.String("output", listPipeStdout.String()))
logger.Debug("sed output", slog.String("output", sedPipeStdout.String()))
suite.FailNowf("unable to wait for list cmd", "%v", err)
}
if err := sedCmd.Wait(); err != nil {
logger.Debug("asvec index ls output", slog.String("output", listPipeStdout.String()))
logger.Debug("sed output", slog.String("output", sedPipeStdout.String()))
suite.FailNowf("unable to wait for sed cmd", "%v", err)
}
if tc.createFail && err == nil {
logger.Debug("asvec index ls output", slog.String("output", listPipeStdout.String()))
logger.Debug("sed output", slog.String("output", sedPipeStdout.String()))
suite.Failf("expected create cmd to fail because at least one index failed to be created", "%v", err)
} else if !tc.createFail && err != nil {
logger.Debug("asvec index ls output", slog.String("output", listPipeStdout.String()))
logger.Debug("sed output", slog.String("output", sedPipeStdout.String()))
suite.Failf("expected create cmd to succeed because all indexes were created", "%v : %s", err.Error(), output)
}
for _, str := range tc.checkContains {
suite.Assert().Contains(string(output), str)
}
})
}
}
func (suite *CmdTestSuite) TestSuccessfulUpdateIndexCmd() {
ns := "test"
index := "successful-update"
newBuilder := func() *tests.IndexDefinitionBuilder {
return tests.NewIndexDefinitionBuilder(true, index, ns, 256, protos.VectorDistanceMetric_COSINE, "field")
}
testCases := []struct {
name string
indexName string // index names must be unique for the suite
indexNamespace string
cmd string
expectedIndex *protos.IndexDefinition
}{
{
name: "test with hnsw params and seeds",
indexName: "successful-update",
indexNamespace: ns,
cmd: "index update -y -n test -i successful-update --index-labels new-label=foo --hnsw-max-mem-queue-size 10",
expectedIndex: newBuilder().
WithLabels(map[string]string{"new-label": "foo"}).
WithHnswMaxMemQueueSize(10).
Build(),
},
{
name: "test with hnsw batch params",
indexName: "successful-update",
indexNamespace: "test",
cmd: "index update -y -n test -i successful-update --hnsw-batch-index-interval 50s --hnsw-batch-max-index-records 10001 --hnsw-batch-reindex-interval 50s --hnsw-batch-max-reindex-records 10001",
expectedIndex: newBuilder().
WithHnswBatchingMaxIndexRecord(10001).
WithHnswBatchingIndexInterval(50000).
WithHnswBatchingMaxReindexRecord(10001).
WithHnswBatchingReindexInterval(50000).
Build(),
},
{
name: "test with hnsw cache params",
indexName: "successful-update",
indexNamespace: "test",
cmd: "index update -y -n test -i successful-update --hnsw-index-cache-max-entries 1000 --hnsw-index-cache-expiry 10s",
expectedIndex: newBuilder().
WithHnswIndexCacheExpiry(10000).
WithHnswIndexCacheMaxEntries(1000).
Build(),
},
{
name: "test with hnsw healer params",
indexName: "successful-update",
indexNamespace: "test",
cmd: "index update -y -n test -i successful-update --hnsw-healer-max-scan-rate-per-node 1000 --hnsw-healer-max-scan-page-size 1000 --hnsw-healer-reindex-percent 10.10 --hnsw-healer-schedule \"0 30 11 ? * 6#2\" --hnsw-healer-parallelism 10",
expectedIndex: newBuilder().
WithHnswHealerMaxScanRatePerNode(1000).
WithHnswHealerMaxScanPageSize(1000).
WithHnswHealerReindexPercent(10.10).
WithHnswHealerSchedule("0 30 11 ? * 6#2").
WithHnswHealerParallelism(10).
Build(),
},
{
name: "test with hnsw merge params",
indexName: "successful-update",
indexNamespace: "test",
cmd: "index update -y -n test -i successful-update --hnsw-merge-index-parallelism 10 --hnsw-merge-reindex-parallelism 11",
expectedIndex: newBuilder().
WithHnswMergeIndexParallelism(10).
WithHnswMergeReIndexParallelism(11).
Build(),
},
{
name: "test with enable vector integrity check",
indexName: "successful-update",
indexNamespace: "test",
cmd: "index update -y -n test -i successful-update --hnsw-vector-integrity-check false",
expectedIndex: newBuilder().
WithHnswVectorIntegrityCheck(false).
Build(),
},
{
name: "test with standalone index mode",
indexName: "successful-update",
indexNamespace: "test",
cmd: "index update -y -n test -i successful-update --index-mode STANDALONE",
expectedIndex: newBuilder().
WithIndexMode(protos.IndexMode_STANDALONE).
Build(),
},
{
name: "test with distributed index mode",
indexName: "successful-update",
indexNamespace: "test",
cmd: "index update -y -n test -i successful-update --index-mode DISTRIBUTED",
expectedIndex: newBuilder().
WithIndexMode(protos.IndexMode_DISTRIBUTED).
Build(),
},
}
for _, tc := range testCases {
suite.Run(tc.name, func() {
err := suite.AvsClient.IndexCreate(context.Background(), ns, "successful-update", "field", uint32(256), protos.VectorDistanceMetric_COSINE, nil)
if err != nil {
suite.FailNowf("unable to index create", "%v", err)
}
defer suite.AvsClient.IndexDrop(context.Background(), ns, "successful-update")
lines, stderr, err := suite.RunSuiteCmd(strings.FieldsFunc(tc.cmd, tests.SplitQuotedString)...)
if err != nil {
suite.Assert().NoError(err, "error: %s, stdout: %s, stderr: %s", err, lines, stderr)
suite.FailNow("unable to index update")
}
time.Sleep(5 * time.Second)
actual, err := suite.AvsClient.IndexGet(context.Background(), tc.indexNamespace, tc.indexName, false)
if err != nil {
suite.FailNowf("unable to get index", "%v", err)
}
suite.EqualExportedValues(tc.expectedIndex, actual)
})
}
}
func (suite *CmdTestSuite) TestUpdateIndexDoesNotExist() {
_, lines, err := suite.RunSuiteCmd(strings.Split("index update -y -n test -i DNE --hnsw-merge-index-parallelism 10", " ")...)
suite.Assert().Error(err, "index should have NOT existed. stdout/err: %s", lines)
suite.Assert().Contains(lines, "server error")
}
func (suite *CmdTestSuite) TestSuccessfulGCIndexCmd() {
index := "successful-gc"
ns := "test"
suite.AvsClient.IndexCreate(context.Background(), ns, index, "field", uint32(256), protos.VectorDistanceMetric_COSINE, nil)
testCases := []struct {
name string
indexName string // index names must be unique for the suite
indexNamespace string
cmd string
}{
{
name: "test with hnsw params and seeds",
indexName: "successful-gc",
indexNamespace: ns,
cmd: "index gc -n test -i successful-gc -c 10",
},
}
for _, tc := range testCases {
suite.Run(tc.name, func() {
lines, _, err := suite.RunSuiteCmd(strings.Split(tc.cmd, " ")...)
if err != nil {
suite.Assert().NoError(err, "error: %s, stdout/err: %s", err, lines)
suite.FailNow("unable to index gc")
}
})
}
}
func (suite *CmdTestSuite) TestGCIndexDoesNotExist() {
_, lines, err := suite.RunSuiteCmd(strings.Split("index gc -n test -i DNE -c 10", " ")...)
suite.Assert().Error(err, "index should have NOT existed. stdout/err: %s", lines)
suite.Assert().Contains(lines, "server error")
}
func (suite *CmdTestSuite) TestCreateIndexFailsAlreadyExistsCmd() {
_, lines, err := suite.RunSuiteCmd(strings.Split("index create -y -n test -i exists -d 256 -m SQUARED_EUCLIDEAN --vector-field vector1 --storage-namespace bar --storage-set testbar", " ")...)
suite.Assert().NoError(err, "index should have NOT existed on first call. error: %s, stdout/err: %s", err, lines)
_, lines, err = suite.RunSuiteCmd(strings.Split("index create -y -n test -i exists -d 256 -m SQUARED_EUCLIDEAN --vector-field vector1 --storage-namespace bar --storage-set testbar", " ")...)
suite.Assert().Error(err, "index should HAVE existed on first call. error: %s, stdout/err: %s", err, lines)
suite.Assert().Contains(lines, "AlreadyExists")
}
func (suite *CmdTestSuite) TestSuccessfulDropIndexCmd() {
testCases := []struct {
name string
indexName string // index names must be unique for the suite
indexNamespace string
indexSet []string
cmd string
}{
{
name: "test with just namespace and seeds",
indexName: "indexdrop1",
indexNamespace: "test",
indexSet: nil,
cmd: "index drop -y -n test -i indexdrop1",
},
}
for _, tc := range testCases {
suite.Run(tc.name, func() {
err := suite.AvsClient.IndexCreate(
context.Background(),
tc.indexNamespace,
tc.indexName,
"vector",
1,
protos.VectorDistanceMetric_COSINE,
&avs.IndexCreateOpts{
Sets: tc.indexSet,
})
if err != nil {
suite.FailNowf("unable to index create", "%v", err)
}
time.Sleep(time.Second * 3)
lines, _, err := suite.RunSuiteCmd(strings.Split(tc.cmd, " ")...)
suite.Assert().NoError(err, "error: %s, stdout/err: %s", err, lines)
if err != nil {
suite.FailNow("unable to index drop")
}
_, err = suite.AvsClient.IndexGet(context.Background(), tc.indexNamespace, tc.indexName, false)
time.Sleep(time.Second * 3)
if err == nil {
suite.FailNow("err is nil, that means the index still exists")
}
})
}
}
func (suite *CmdTestSuite) TestDropIndexFailsDoesNotExistCmd() {
_, lines, err := suite.RunSuiteCmd(strings.Split("index drop -y -n test -i DNE", " ")...)
suite.Assert().Error(err, "index should have NOT existed. stdout/err: %s", lines)
suite.Assert().Contains(lines, "server error")
}
func removeANSICodes(input string) string {
re := regexp.MustCompile(`\x1b[^m]*m`)
return re.ReplaceAllString(input, "")
}
func (suite *CmdTestSuite) TestSuccessfulListIndexCmd() {
suite.CleanUpIndexes(context.Background())
testCases := []struct {
name string
indexes []*protos.IndexDefinition
cmd string
expectedTable string
}{
{
name: "single index",
indexes: []*protos.IndexDefinition{
tests.NewIndexDefinitionBuilder(false,
"list", "test", 256, protos.VectorDistanceMetric_COSINE, "vector",
).Build(),
},
cmd: "index list --no-color --format 1",
expectedTable: `Indexes
,Name,Namespace,Field,Dimensions,Distance Metric,Unmerged,Vector Records,Size,Unmerged %,Mode*,Status
1,list,test,vector,256,COSINE,0,0,0 B,0%,DISTRIBUTED,READY
`,
},
{
name: "double index with set",
indexes: []*protos.IndexDefinition{
tests.NewIndexDefinitionBuilder(false,
"list1", "test", 256, protos.VectorDistanceMetric_COSINE, "vector",
).WithIndexMode(protos.IndexMode_STANDALONE).Build(),
tests.NewIndexDefinitionBuilder(false,
"list2", "bar", 256, protos.VectorDistanceMetric_HAMMING, "vector",
).WithSet("barset").Build(),
},
cmd: "index list --no-color --format 1",
expectedTable: `Indexes
,Name,Namespace,Set,Field,Dimensions,Distance Metric,Unmerged,Vector Records,Size,Unmerged %,Mode*,Status
1,list2,bar,barset,vector,256,HAMMING,0,0,0 B,0%,DISTRIBUTED,READY
2,list1,test,,vector,256,COSINE,0,0,0 B,0%,STANDALONE,NOT_READY
`,
},
{
name: "double index with set, standalone index mode, and verbose",
indexes: []*protos.IndexDefinition{
tests.NewIndexDefinitionBuilder(false,
"list1", "test", 256, protos.VectorDistanceMetric_COSINE, "vector",
).WithLabels(map[string]string{"foo": "bar"}).
WithHnswMergeIndexParallelism(80).
WithHnswMergeReIndexParallelism(26).
WithHnswRecordCacheExpiry(20000).
WithHnswRecordCacheMaxEntries(1003).
WithHnswHealerParallelism(32).
WithIndexMode(protos.IndexMode_STANDALONE).
Build(),
tests.NewIndexDefinitionBuilder(false,
"list2", "bar", 256, protos.VectorDistanceMetric_HAMMING, "vector",
).WithSet("barset").
WithHnswMergeIndexParallelism(80).
WithHnswMergeReIndexParallelism(26).
// -1 means never expire
WithHnswRecordCacheExpiry(-1).
WithHnswRecordCacheMaxEntries(1002).
Build(),
},
cmd: "index list --verbose --no-color --format 1",
expectedTable: `Indexes
,Name,Namespace,Set,Field,Dimensions,Distance Metric,Unmerged,Vector Records,Size,Unmerged %,Mode*,Status,Vertices,Labels*,Storage,Index Parameters,Standalone Index Metrics
1,list2,bar,barset,vector,256,HAMMING,0,0,0 B,0%,DISTRIBUTED,READY,0,map[],"Namespace\,bar
Set\,list2","HNSW
Max Edges\,16
Ef\,100
Construction Ef\,100
MaxMemQueueSize*\,1000000
Batch Max Index Records*\,100000
Batch Index Interval*\,30s
Batch Max Reindex Records*\,10000
Batch Reindex Interval*\,30s
Index Cache Max Entries*\,2000000
Index Cache Expiry*\,1h0m0s
Record Cache Max Entries*\,1002
Record Cache Expiry*\,-1ms
Healer Max Scan Rate / Node*\,1000
Healer Max Page Size*\,10000
Healer Re-index % *\,10.00%
Healer Schedule*\,0 0/15 * ? * * *
Healer Parallelism*\,1
Merge Index Parallelism*\,80
Merge Re-Index Parallelism*\,26
Enable Vector Integrity Check\,true",
2,list1,test,,vector,256,COSINE,0,0,0 B,0%,STANDALONE,NOT_READY,0,map[foo:bar],"Namespace\,test
Set\,list1","HNSW
Max Edges\,16
Ef\,100
Construction Ef\,100
MaxMemQueueSize*\,1000000
Batch Max Index Records*\,100000
Batch Index Interval*\,30s
Batch Max Reindex Records*\,10000
Batch Reindex Interval*\,30s
Index Cache Max Entries*\,2000000
Index Cache Expiry*\,1h0m0s
Record Cache Max Entries*\,1003
Record Cache Expiry*\,20s
Healer Max Scan Rate / Node*\,20000
Healer Max Page Size*\,40000
Healer Re-index % *\,100.00%
Healer Schedule*\,0 0/15 * ? * * *
Healer Parallelism*\,32
Merge Index Parallelism*\,80
Merge Re-Index Parallelism*\,26
Enable Vector Integrity Check\,true","Standalone Index Metrics
State\,CREATING
Scanned Vector Records\,0
Indexed Vector Records\,0"
Values ending with * can be dynamically configured using the 'asvec index update' command.
`,
},
}
for _, tc := range testCases {
suite.Run(tc.name, func() {
for _, index := range tc.indexes {
setFilter := []string{}
if index.SetFilter != nil {
setFilter = append(setFilter, *index.SetFilter)
}
err := suite.AvsClient.IndexCreate(
context.Background(),
index.Id.Namespace,
index.Id.Name,
index.GetField(),
index.GetDimensions(),
index.GetVectorDistanceMetric(),
&avs.IndexCreateOpts{
Sets: setFilter,
HnswParams: index.GetHnswParams(),
Labels: index.GetLabels(),
Storage: index.GetStorage(),
Mode: index.Mode,
},
)
if err != nil {
suite.FailNowf("unable to create index", "%v", err)
}
defer suite.AvsClient.IndexDrop(
context.Background(),
index.Id.Namespace,
index.Id.Name,
)
}
actualTable, _, err := suite.RunSuiteCmd(strings.Split(tc.cmd, " ")...)
suite.Assert().NoError(err, "error: %s, stdout/err: %s", err, actualTable)
suite.Assert().Equal(tc.expectedTable, actualTable)
})
}
}
func (suite *CmdTestSuite) TestSuccessfulUserCreateCmd() {
suite.SkipIfUserPassAuthDisabled()
testCases := []struct {
name string // name of the test case
cmd string // command to be executed
expectedUser *protos.User // expected user details after command execution
}{
{
name: "create user with comma sep roles",
cmd: "users create --name foo1 --new-password foo --roles admin,read-write",
expectedUser: &protos.User{
Username: "foo1",
Roles: []string{
"admin",
"read-write",
},
},
},
{
name: "create user with comma multiple roles",
cmd: "users create --name foo2 --new-password foo --roles admin --roles read-write",
expectedUser: &protos.User{
Username: "foo2",
Roles: []string{
"admin",
"read-write",
},
},
},
}
for _, tc := range testCases {
suite.Run(tc.name, func() {
lines, _, err := suite.RunSuiteCmd(strings.Split(tc.cmd, " ")...)
suite.Assert().NoError(err, "error: %s, stdout/err: %s", err, lines)
if err != nil {
suite.FailNow("failed")
}
time.Sleep(time.Second * 1)
actualUser, err := suite.AvsClient.GetUser(context.Background(), tc.expectedUser.Username)
suite.Assert().NoError(err, "error: %s", err)
suite.Assert().EqualExportedValues(tc.expectedUser, actualUser)
})
}
}
func (suite *CmdTestSuite) TestFailUserCreateCmd() {
suite.SkipIfUserPassAuthDisabled()
testCases := []struct {
name string // name of the test case
cmd string // command to be executed
expectedErr string // expected error message after command execution
}{
{
name: "fail to create user with invalid role",
cmd: "users create --name foo1 --new-password foo --roles invalid",
expectedErr: "unknown roles [invalid]",
},
}
for _, tc := range testCases {
suite.Run(tc.name, func() {
_, lines, err := suite.RunSuiteCmd(strings.Split(tc.cmd, " ")...)