package httpserver import ( "bytes" "context" "encoding/json" "fmt" "net/http" "net/http/httptest" "testing" "time" "github.com/gin-gonic/gin" "github.com/stretchr/testify/assert" "github.com/stretchr/testify/mock" "github.com/milvus-io/milvus-proto/go-api/v2/commonpb" "github.com/milvus-io/milvus-proto/go-api/v2/milvuspb" "github.com/milvus-io/milvus-proto/go-api/v2/schemapb" "github.com/milvus-io/milvus/internal/mocks" "github.com/milvus-io/milvus/internal/proxy" "github.com/milvus-io/milvus/internal/types" "github.com/milvus-io/milvus/pkg/util" "github.com/milvus-io/milvus/pkg/util/merr" "github.com/milvus-io/milvus/pkg/util/paramtable" ) const ( DefaultPartitionName = "_default" ) type rawTestCase struct { path string errMsg string errCode int32 } type requestBodyTestCase struct { path string requestBody []byte errMsg string errCode int32 } type DefaultReq struct { DbName string `json:"dbName"` } func (DefaultReq) GetBase() *commonpb.MsgBase { return &commonpb.MsgBase{} } func (req *DefaultReq) GetDbName() string { return req.DbName } func TestHTTPWrapper(t *testing.T) { postTestCases := []requestBodyTestCase{} postTestCasesTrace := []requestBodyTestCase{} ginHandler := gin.Default() app := ginHandler.Group("", genAuthMiddleWare(false)) path := "/wrapper/post" app.POST(path, wrapperPost(func() any { return &DefaultReq{} }, func(ctx context.Context, c *gin.Context, req any, dbName string) (interface{}, error) { return nil, nil })) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{}`), }) path = "/wrapper/post/param" app.POST(path, wrapperPost(func() any { return &CollectionNameReq{} }, func(ctx context.Context, c *gin.Context, req any, dbName string) (interface{}, error) { return nil, nil })) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{"collectionName": "` + DefaultCollectionName + `"}`), }) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{}`), errMsg: "missing required parameters, error: Key: 'CollectionNameReq.CollectionName' Error:Field validation for 'CollectionName' failed on the 'required' tag", errCode: 1802, // ErrMissingRequiredParameters }) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(``), errMsg: "can only accept json format request, the request body should be nil, however {} is valid", errCode: 1801, // ErrIncorrectParameterFormat }) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{"collectionName": "book", "dbName"}`), errMsg: "can only accept json format request, error: invalid character '}' after object key", errCode: 1801, // ErrIncorrectParameterFormat }) path = "/wrapper/post/trace" app.POST(path, wrapperPost(func() any { return &DefaultReq{} }, wrapperTraceLog(func(ctx context.Context, c *gin.Context, req any, dbName string) (interface{}, error) { return nil, nil }))) postTestCasesTrace = append(postTestCasesTrace, requestBodyTestCase{ path: path, requestBody: []byte(`{"collectionName": "` + DefaultCollectionName + `"}`), }) path = "/wrapper/post/trace/wrong" app.POST(path, wrapperPost(func() any { return &DefaultReq{} }, wrapperTraceLog(func(ctx context.Context, c *gin.Context, req any, dbName string) (interface{}, error) { return nil, merr.ErrCollectionNotFound }))) postTestCasesTrace = append(postTestCasesTrace, requestBodyTestCase{ path: path, requestBody: []byte(`{"collectionName": "` + DefaultCollectionName + `"}`), }) path = "/wrapper/post/trace/call" app.POST(path, wrapperPost(func() any { return &DefaultReq{} }, wrapperTraceLog(func(ctx context.Context, c *gin.Context, req any, dbName string) (interface{}, error) { return wrapperProxy(ctx, c, req, false, false, func(reqctx context.Context, req any) (any, error) { return nil, nil }) }))) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{"collectionName": "` + DefaultCollectionName + `"}`), }) for _, testcase := range postTestCases { t.Run("post"+testcase.path, func(t *testing.T) { req := httptest.NewRequest(http.MethodPost, testcase.path, bytes.NewReader(testcase.requestBody)) w := httptest.NewRecorder() ginHandler.ServeHTTP(w, req) assert.Equal(t, http.StatusOK, w.Code) if testcase.errCode != 0 { returnBody := &ReturnErrMsg{} err := json.Unmarshal(w.Body.Bytes(), returnBody) assert.Nil(t, err) assert.Equal(t, testcase.errCode, returnBody.Code) assert.Equal(t, testcase.errMsg, returnBody.Message) } fmt.Println(w.Body.String()) }) } for _, i := range []string{"1", "2", "3"} { paramtable.Get().Save(proxy.Params.CommonCfg.TraceLogMode.Key, i) for _, testcase := range postTestCasesTrace { t.Run("post"+testcase.path+"["+i+"]", func(t *testing.T) { req := httptest.NewRequest(http.MethodPost, testcase.path, bytes.NewReader(testcase.requestBody)) w := httptest.NewRecorder() ginHandler.ServeHTTP(w, req) assert.Equal(t, http.StatusOK, w.Code) if testcase.errCode != 0 { returnBody := &ReturnErrMsg{} err := json.Unmarshal(w.Body.Bytes(), returnBody) assert.Nil(t, err) assert.Equal(t, testcase.errCode, returnBody.Code) assert.Equal(t, testcase.errCode, returnBody.Code) } fmt.Println(w.Body.String()) }) } } } func TestGrpcWrapper(t *testing.T) { getTestCases := []rawTestCase{} getTestCasesNeedAuth := []rawTestCase{} needAuthPrefix := "/auth" ginHandler := gin.Default() app := ginHandler.Group("") appNeedAuth := ginHandler.Group(needAuthPrefix, genAuthMiddleWare(true)) path := "/wrapper/grpc/-0" handle := func(reqctx context.Context, req any) (any, error) { return nil, nil } app.GET(path, func(c *gin.Context) { ctx := proxy.NewContextWithMetadata(c, "", DefaultDbName) wrapperProxy(ctx, c, &DefaultReq{}, false, false, handle) }) appNeedAuth.GET(path, func(c *gin.Context) { username, _ := c.Get(ContextUsername) ctx := proxy.NewContextWithMetadata(c, username.(string), DefaultDbName) wrapperProxy(ctx, c, &milvuspb.DescribeCollectionRequest{}, true, false, handle) }) getTestCases = append(getTestCases, rawTestCase{ path: path, }) getTestCasesNeedAuth = append(getTestCasesNeedAuth, rawTestCase{ path: needAuthPrefix + path, }) path = "/wrapper/grpc/01" handle = func(reqctx context.Context, req any) (any, error) { return nil, merr.ErrNeedAuthenticate // 1800 } app.GET(path, func(c *gin.Context) { ctx := proxy.NewContextWithMetadata(c, "", DefaultDbName) wrapperProxy(ctx, c, &DefaultReq{}, false, false, handle) }) appNeedAuth.GET(path, func(c *gin.Context) { username, _ := c.Get(ContextUsername) ctx := proxy.NewContextWithMetadata(c, username.(string), DefaultDbName) wrapperProxy(ctx, c, &milvuspb.DescribeCollectionRequest{}, true, false, handle) }) getTestCases = append(getTestCases, rawTestCase{ path: path, errCode: 65535, }) getTestCasesNeedAuth = append(getTestCasesNeedAuth, rawTestCase{ path: needAuthPrefix + path, }) path = "/wrapper/grpc/00" handle = func(reqctx context.Context, req any) (any, error) { return &milvuspb.BoolResponse{ Status: commonSuccessStatus, }, nil } app.GET(path, func(c *gin.Context) { ctx := proxy.NewContextWithMetadata(c, "", DefaultDbName) wrapperProxy(ctx, c, &DefaultReq{}, false, false, handle) }) appNeedAuth.GET(path, func(c *gin.Context) { username, _ := c.Get(ContextUsername) ctx := proxy.NewContextWithMetadata(c, username.(string), DefaultDbName) wrapperProxy(ctx, c, &milvuspb.DescribeCollectionRequest{}, true, false, handle) }) getTestCases = append(getTestCases, rawTestCase{ path: path, }) getTestCasesNeedAuth = append(getTestCasesNeedAuth, rawTestCase{ path: needAuthPrefix + path, }) path = "/wrapper/grpc/10" handle = func(reqctx context.Context, req any) (any, error) { return &milvuspb.BoolResponse{ Status: &commonpb.Status{ ErrorCode: commonpb.ErrorCode_CollectionNameNotFound, // 28 Reason: "", }, }, nil } app.GET(path, func(c *gin.Context) { ctx := proxy.NewContextWithMetadata(c, "", DefaultDbName) wrapperProxy(ctx, c, &DefaultReq{}, false, false, handle) }) appNeedAuth.GET(path, func(c *gin.Context) { username, _ := c.Get(ContextUsername) ctx := proxy.NewContextWithMetadata(c, username.(string), DefaultDbName) wrapperProxy(ctx, c, &milvuspb.DescribeCollectionRequest{}, true, false, handle) }) getTestCases = append(getTestCases, rawTestCase{ path: path, errCode: 65535, }) getTestCasesNeedAuth = append(getTestCasesNeedAuth, rawTestCase{ path: needAuthPrefix + path, }) for _, testcase := range getTestCases { t.Run("get"+testcase.path, func(t *testing.T) { req := httptest.NewRequest(http.MethodGet, testcase.path, nil) w := httptest.NewRecorder() ginHandler.ServeHTTP(w, req) assert.Equal(t, http.StatusOK, w.Code) if testcase.errCode != 0 { returnBody := &ReturnErrMsg{} err := json.Unmarshal(w.Body.Bytes(), returnBody) assert.Nil(t, err) assert.Equal(t, testcase.errCode, returnBody.Code) assert.Equal(t, testcase.errMsg, returnBody.Message) } fmt.Println(w.Body.String()) }) } for _, testcase := range getTestCasesNeedAuth { t.Run("get"+testcase.path, func(t *testing.T) { req := httptest.NewRequest(http.MethodGet, testcase.path, nil) req.SetBasicAuth(util.UserRoot, util.DefaultRootPassword) w := httptest.NewRecorder() ginHandler.ServeHTTP(w, req) assert.Equal(t, http.StatusOK, w.Code) if testcase.errCode != 0 { returnBody := &ReturnErrMsg{} err := json.Unmarshal(w.Body.Bytes(), returnBody) assert.Nil(t, err) assert.Equal(t, testcase.errCode, returnBody.Code) assert.Equal(t, testcase.errMsg, returnBody.Message) } fmt.Println(w.Body.String()) }) } } type headerTestCase struct { path string headers map[string]string status int } func TestTimeout(t *testing.T) { headerTestCases := []headerTestCase{} ginHandler := gin.Default() app := ginHandler.Group("") path := "/middleware/timeout/5" app.POST(path, timeoutMiddleware(func(c *gin.Context) { time.Sleep(5 * time.Second) })) headerTestCases = append(headerTestCases, headerTestCase{ path: path, // wait 5s }) headerTestCases = append(headerTestCases, headerTestCase{ path: path, // timeout 3s headers: map[string]string{HTTPHeaderRequestTimeout: "3"}, status: http.StatusRequestTimeout, }) path = "/middleware/timeout/31" app.POST(path, timeoutMiddleware(func(c *gin.Context) { time.Sleep(31 * time.Second) })) headerTestCases = append(headerTestCases, headerTestCase{ path: path, // timeout 30s status: http.StatusRequestTimeout, }) headerTestCases = append(headerTestCases, headerTestCase{ path: path, // wait 32s headers: map[string]string{HTTPHeaderRequestTimeout: "32"}, }) for _, testcase := range headerTestCases { t.Run("post"+testcase.path, func(t *testing.T) { req := httptest.NewRequest(http.MethodPost, testcase.path, nil) for key, value := range testcase.headers { req.Header.Set(key, value) } w := httptest.NewRecorder() ginHandler.ServeHTTP(w, req) if testcase.status == 0 { assert.Equal(t, http.StatusOK, w.Code) } else { assert.Equal(t, testcase.status, w.Code) } fmt.Println(w.Body.String()) }) } } func TestDatabaseWrapper(t *testing.T) { postTestCases := []requestBodyTestCase{} mp := mocks.NewMockProxy(t) mp.EXPECT().ListDatabases(mock.Anything, mock.Anything).Return(&milvuspb.ListDatabasesResponse{ Status: &StatusSuccess, DbNames: []string{DefaultCollectionName, "exist"}, }, nil).Twice() mp.EXPECT().ListDatabases(mock.Anything, mock.Anything).Return(&milvuspb.ListDatabasesResponse{Status: commonErrorStatus}, nil).Once() h := NewHandlersV2(mp) ginHandler := gin.Default() app := ginHandler.Group("", genAuthMiddleWare(false)) path := "/wrapper/database" app.POST(path, wrapperPost(func() any { return &DefaultReq{} }, h.wrapperCheckDatabase(func(ctx context.Context, c *gin.Context, req any, dbName string) (interface{}, error) { return nil, nil }))) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{}`), }) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{"dbName": "exist"}`), }) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{"dbName": "non-exist"}`), errMsg: "database not found, database: non-exist", errCode: 800, // ErrDatabaseNotFound }) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{"dbName": "test"}`), errMsg: "", errCode: 65535, }) for _, testcase := range postTestCases { t.Run("post"+testcase.path, func(t *testing.T) { req := httptest.NewRequest(http.MethodPost, testcase.path, bytes.NewReader(testcase.requestBody)) w := httptest.NewRecorder() ginHandler.ServeHTTP(w, req) assert.Equal(t, http.StatusOK, w.Code) fmt.Println(w.Body.String()) if testcase.errCode != 0 { returnBody := &ReturnErrMsg{} err := json.Unmarshal(w.Body.Bytes(), returnBody) assert.Nil(t, err) assert.Equal(t, testcase.errCode, returnBody.Code) assert.Equal(t, testcase.errMsg, returnBody.Message) } }) } } func TestCreateCollection(t *testing.T) { postTestCases := []requestBodyTestCase{} mp := mocks.NewMockProxy(t) mp.EXPECT().CreateCollection(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Times(7) mp.EXPECT().CreateIndex(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Twice() mp.EXPECT().LoadCollection(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Twice() mp.EXPECT().CreateIndex(mock.Anything, mock.Anything).Return(commonErrorStatus, nil).Twice() mp.EXPECT().CreateCollection(mock.Anything, mock.Anything).Return(commonErrorStatus, nil).Once() testEngine := initHTTPServerV2(mp, false) path := versionalV2(CollectionCategory, CreateAction) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{"collectionName": "` + DefaultCollectionName + `", "dimension": 2, "metricType": "L2"}`), }) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{"collectionName": "` + DefaultCollectionName + `", "schema": { "fields": [ {"fieldName": "book_id", "dataType": "Int64", "isPrimary": true, "elementTypeParams": {}}, {"fieldName": "word_count", "dataType": "Int64", "isPartitionKey": false, "elementTypeParams": {}}, {"fieldName": "book_intro", "dataType": "FloatVector", "elementTypeParams": {"dim": "2"}} ] }}`), }) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{"collectionName": "` + DefaultCollectionName + `", "schema": { "fields": [ {"fieldName": "book_id", "dataType": "Int64", "isPrimary": true, "elementTypeParams": {}}, {"fieldName": "word_count", "dataType": "Int64", "elementTypeParams": {}}, {"fieldName": "book_intro", "dataType": "FloatVector", "elementTypeParams": {"dim": "2"}} ] }, "indexParams": [{"fieldName": "book_intro", "indexName": "book_intro_vector", "metricType": "L2"}]}`), }) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{"collectionName": "` + DefaultCollectionName + `", "schema": { "fields": [ {"fieldName": "book_id", "dataType": "int64", "isPrimary": true, "elementTypeParams": {}}, {"fieldName": "word_count", "dataType": "Int64", "elementTypeParams": {}}, {"fieldName": "book_intro", "dataType": "FloatVector", "elementTypeParams": {"dim": "2"}} ] }}`), errMsg: "invalid parameter, data type int64 is invalid(case sensitive).", errCode: 1100, // ErrParameterInvalid }) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{"collectionName": "` + DefaultCollectionName + `", "schema": { "fields": [ {"fieldName": "book_id", "dataType": "Int64", "isPrimary": true, "elementTypeParams": {}}, {"fieldName": "word_count", "dataType": "Array", "elementDataType": "Int64", "elementTypeParams": {"max_capacity": "2"}}, {"fieldName": "book_intro", "dataType": "FloatVector", "elementTypeParams": {"dim": "2"}} ] }}`), }) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{"collectionName": "` + DefaultCollectionName + `", "schema": { "fields": [ {"fieldName": "book_id", "dataType": "Int64", "isPrimary": true, "elementTypeParams": {}}, {"fieldName": "word_count", "dataType": "Array", "elementDataType": "int64", "elementTypeParams": {}}, {"fieldName": "book_intro", "dataType": "FloatVector", "elementTypeParams": {"dim": "2"}} ] }}`), errMsg: "invalid parameter, element data type int64 is invalid(case sensitive).", errCode: 1100, // ErrParameterInvalid }) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{"collectionName": "` + DefaultCollectionName + `", "schema": { "fields": [ {"fieldName": "book_id", "dataType": "Int64", "isPrimary": true, "elementTypeParams": {}}, {"fieldName": "word_count", "dataType": "Int64", "elementTypeParams": {}}, {"fieldName": "book_intro", "dataType": "FloatVector", "elementTypeParams": {"dim": "2"}} ] }, "indexParams": [{"fieldName": "book_xxx", "indexName": "book_intro_vector", "metricType": "L2"}]}`), errMsg: "missing required parameters, error: `book_xxx` hasn't defined in schema", errCode: 1802, }) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{"collectionName": "` + DefaultCollectionName + `", "dimension": 2, "metricType": "L2"}`), errMsg: "", errCode: 65535, }) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{"collectionName": "` + DefaultCollectionName + `", "schema": { "fields": [ {"fieldName": "book_id", "dataType": "Int64", "isPrimary": true, "elementTypeParams": {}}, {"fieldName": "word_count", "dataType": "Int64", "elementTypeParams": {}}, {"fieldName": "book_intro", "dataType": "FloatVector", "elementTypeParams": {"dim": "2"}} ] }, "indexParams": [{"fieldName": "book_intro", "indexName": "book_intro_vector", "metricType": "L2"}]}`), errMsg: "", errCode: 65535, }) postTestCases = append(postTestCases, requestBodyTestCase{ path: path, requestBody: []byte(`{"collectionName": "` + DefaultCollectionName + `", "dimension": 2, "metricType": "L2"}`), errMsg: "", errCode: 65535, }) for _, testcase := range postTestCases { t.Run("post"+testcase.path, func(t *testing.T) { req := httptest.NewRequest(http.MethodPost, testcase.path, bytes.NewReader(testcase.requestBody)) w := httptest.NewRecorder() testEngine.ServeHTTP(w, req) assert.Equal(t, http.StatusOK, w.Code) fmt.Println(w.Body.String()) returnBody := &ReturnErrMsg{} err := json.Unmarshal(w.Body.Bytes(), returnBody) assert.Nil(t, err) if testcase.errCode != 0 { assert.Equal(t, testcase.errCode, returnBody.Code) assert.Equal(t, testcase.errMsg, returnBody.Message) } else { assert.Equal(t, int32(200), returnBody.Code) } }) } } func versionalV2(category string, action string) string { return "/v2/vectordb" + category + action } func initHTTPServerV2(proxy types.ProxyComponent, needAuth bool) *gin.Engine { h := NewHandlersV2(proxy) ginHandler := gin.Default() appV2 := ginHandler.Group("/v2/vectordb", genAuthMiddleWare(needAuth)) h.RegisterRoutesToV2(appV2) return ginHandler } /** | path| ListDatabases | ShowCollections | HasCollection | DescribeCollection | GetLoadState | DescribeIndex | GetCollectionStatistics | GetLoadingProgress | |collections | | 1 | | | | | | | |has?coll | | | 1 | | | | | | |desc?coll | | | | 1 | 1 | 1 | | | |stats?coll | | | | | | | 1 | | |loadState?coll| | | | | 1 | | | 1 | |collections | | 1 | | | | | | | |has/coll/ | | | 1 | | | | | | |has/coll/default/| | | 1 | | | | | | |has/coll/db/ | 1 | | | | | | | | |desc/coll/ | | | | 1 | 1 | 1 | | | |stats/coll/ | | | | | | | 1 | | |loadState/coll| | | | | 1 | | | 1 | | path| ShowPartitions | HasPartition | GetPartitionStatistics | |partitions?coll | 1 | | | |has?coll&part | | 1 | | |stats?coll&part | | | 1 | |partitions/coll | 1 | | | |has/coll/part | | 1 | | |stats/coll/part | | | 1 | | path| ListCredUsers | SelectUser | |users | 1 | | |desc?user | | 1 | |users | 1 | | |desc/user | | 1 | | path| SelectRole | SelectGrant | |roles | 1 | | |desc?role | | 1 | |roles | 1 | | |desc/role | | 1 | | path| DescribeCollection | DescribeIndex | |indexes | 0 | 1 | |desc?index | | 1 | |indexes | 0 | 1 | |desc/index | | 1 | | path| ListAliases | DescribeAlias | |aliases | 1 | | |desc?alias | | 1 | |aliases | 1 | | |desc/alias | | 1 | */ func TestMethodGet(t *testing.T) { paramtable.Init() mp := mocks.NewMockProxy(t) mp.EXPECT().ShowCollections(mock.Anything, mock.Anything).Return(&milvuspb.ShowCollectionsResponse{ Status: &StatusSuccess, }, nil).Once() mp.EXPECT().ShowCollections(mock.Anything, mock.Anything).Return(&milvuspb.ShowCollectionsResponse{ Status: &StatusSuccess, CollectionNames: []string{DefaultCollectionName}, }, nil).Once() mp.EXPECT().HasCollection(mock.Anything, mock.Anything).Return(&milvuspb.BoolResponse{ Status: &StatusSuccess, Value: true, }, nil).Once() mp.EXPECT().HasCollection(mock.Anything, mock.Anything).Return(&milvuspb.BoolResponse{Status: commonErrorStatus}, nil).Once() mp.EXPECT().DescribeCollection(mock.Anything, mock.Anything).Return(&milvuspb.DescribeCollectionResponse{ CollectionName: DefaultCollectionName, Schema: generateCollectionSchema(schemapb.DataType_Int64), ShardsNum: ShardNumDefault, Status: &StatusSuccess, }, nil).Once() mp.EXPECT().DescribeCollection(mock.Anything, mock.Anything).Return(&milvuspb.DescribeCollectionResponse{Status: commonErrorStatus}, nil).Once() mp.EXPECT().GetLoadState(mock.Anything, mock.Anything).Return(&DefaultLoadStateResp, nil).Twice() mp.EXPECT().DescribeIndex(mock.Anything, mock.Anything).Return(&DefaultDescIndexesReqp, nil).Times(3) mp.EXPECT().DescribeIndex(mock.Anything, mock.Anything).Return(nil, merr.WrapErrIndexNotFoundForCollection(DefaultCollectionName)).Once() mp.EXPECT().GetCollectionStatistics(mock.Anything, mock.Anything).Return(&milvuspb.GetCollectionStatisticsResponse{ Status: commonSuccessStatus, Stats: []*commonpb.KeyValuePair{ {Key: "row_count", Value: "0"}, }, }, nil).Once() mp.EXPECT().GetCollectionStatistics(mock.Anything, mock.Anything).Return(&milvuspb.GetCollectionStatisticsResponse{ Status: commonSuccessStatus, Stats: []*commonpb.KeyValuePair{ {Key: "row_count", Value: "abc"}, }, }, nil).Once() mp.EXPECT().GetLoadingProgress(mock.Anything, mock.Anything).Return(&milvuspb.GetLoadingProgressResponse{ Status: commonSuccessStatus, Progress: int64(77), }, nil).Once() mp.EXPECT().ShowPartitions(mock.Anything, mock.Anything).Return(&milvuspb.ShowPartitionsResponse{ Status: &StatusSuccess, PartitionNames: []string{DefaultPartitionName}, }, nil).Once() mp.EXPECT().HasPartition(mock.Anything, mock.Anything).Return(&milvuspb.BoolResponse{ Status: &StatusSuccess, Value: true, }, nil).Once() mp.EXPECT().GetPartitionStatistics(mock.Anything, mock.Anything).Return(&milvuspb.GetPartitionStatisticsResponse{ Status: commonSuccessStatus, Stats: []*commonpb.KeyValuePair{ {Key: "row_count", Value: "0"}, }, }, nil).Once() mp.EXPECT().ListCredUsers(mock.Anything, mock.Anything).Return(&milvuspb.ListCredUsersResponse{ Status: &StatusSuccess, Usernames: []string{util.UserRoot}, }, nil).Once() mp.EXPECT().SelectUser(mock.Anything, mock.Anything).Return(&milvuspb.SelectUserResponse{ Status: &StatusSuccess, Results: []*milvuspb.UserResult{ {User: &milvuspb.UserEntity{Name: util.UserRoot}, Roles: []*milvuspb.RoleEntity{ {Name: util.RoleAdmin}, }}, }, }, nil).Once() mp.EXPECT().SelectRole(mock.Anything, mock.Anything).Return(&milvuspb.SelectRoleResponse{ Status: &StatusSuccess, Results: []*milvuspb.RoleResult{ {Role: &milvuspb.RoleEntity{Name: util.RoleAdmin}}, }, }, nil).Once() mp.EXPECT().SelectGrant(mock.Anything, mock.Anything).Return(&milvuspb.SelectGrantResponse{ Status: &StatusSuccess, Entities: []*milvuspb.GrantEntity{ { Role: &milvuspb.RoleEntity{Name: util.RoleAdmin}, Object: &milvuspb.ObjectEntity{Name: "global"}, ObjectName: "", DbName: util.DefaultDBName, Grantor: &milvuspb.GrantorEntity{ User: &milvuspb.UserEntity{Name: util.UserRoot}, Privilege: &milvuspb.PrivilegeEntity{Name: "*"}, }, }, }, }, nil).Once() mp.EXPECT().ListAliases(mock.Anything, mock.Anything).Return(&milvuspb.ListAliasesResponse{ Status: &StatusSuccess, Aliases: []string{DefaultAliasName}, }, nil).Once() mp.EXPECT().DescribeAlias(mock.Anything, mock.Anything).Return(&milvuspb.DescribeAliasResponse{ Status: &StatusSuccess, Alias: DefaultAliasName, }, nil).Once() mp.EXPECT().ListImportTasks(mock.Anything, mock.Anything).Return(&milvuspb.ListImportTasksResponse{ Status: &StatusSuccess, Tasks: []*milvuspb.GetImportStateResponse{ { Status: &StatusSuccess, State: 6, Infos: []*commonpb.KeyValuePair{ {Key: "collection", Value: DefaultCollectionName}, {Key: "partition", Value: DefaultPartitionName}, {Key: "persist_cost", Value: "0.23"}, {Key: "progress_percent", Value: "100"}, {Key: "failed_reason"}, }, Id: 1234567890, }, { Status: &StatusSuccess, State: 0, Infos: []*commonpb.KeyValuePair{ {Key: "collection", Value: DefaultCollectionName}, {Key: "partition", Value: DefaultPartitionName}, {Key: "progress_percent", Value: "0"}, {Key: "failed_reason", Value: "failed to get file size of "}, }, Id: 123456789, }, }, }, nil).Once() mp.EXPECT().GetImportState(mock.Anything, mock.Anything).Return(&milvuspb.GetImportStateResponse{ Status: &StatusSuccess, State: 6, Infos: []*commonpb.KeyValuePair{ {Key: "collection", Value: DefaultCollectionName}, {Key: "partition", Value: DefaultPartitionName}, {Key: "persist_cost", Value: "0.23"}, {Key: "progress_percent", Value: "100"}, {Key: "failed_reason"}, }, Id: 1234567890, }, nil).Once() testEngine := initHTTPServerV2(mp, false) queryTestCases := []rawTestCase{} queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(CollectionCategory, ListAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(CollectionCategory, ListAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(CollectionCategory, HasAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(CollectionCategory, HasAction), errMsg: "", errCode: 65535, }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(CollectionCategory, DescribeAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(CollectionCategory, DescribeAction), errMsg: "", errCode: 65535, }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(CollectionCategory, StatsAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(CollectionCategory, StatsAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(CollectionCategory, LoadStateAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(PartitionCategory, ListAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(PartitionCategory, HasAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(PartitionCategory, StatsAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(UserCategory, ListAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(UserCategory, DescribeAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(RoleCategory, ListAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(RoleCategory, DescribeAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(IndexCategory, ListAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(IndexCategory, DescribeAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(IndexCategory, ListAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(AliasCategory, ListAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(AliasCategory, DescribeAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(ImportJobCategory, ListAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(ImportJobCategory, GetProgressAction), }) for _, testcase := range queryTestCases { t.Run("query", func(t *testing.T) { bodyReader := bytes.NewReader([]byte(`{` + `"collectionName": "` + DefaultCollectionName + `",` + `"partitionName": "` + DefaultPartitionName + `",` + `"indexName": "` + DefaultIndexName + `",` + `"userName": "` + util.UserRoot + `",` + `"roleName": "` + util.RoleAdmin + `",` + `"aliasName": "` + DefaultAliasName + `",` + `"taskID": 1234567890` + `}`)) req := httptest.NewRequest(http.MethodPost, testcase.path, bodyReader) w := httptest.NewRecorder() testEngine.ServeHTTP(w, req) assert.Equal(t, http.StatusOK, w.Code) returnBody := &ReturnErrMsg{} err := json.Unmarshal(w.Body.Bytes(), returnBody) assert.Nil(t, err) if testcase.errCode != 0 { assert.Equal(t, testcase.errCode, returnBody.Code) assert.Equal(t, testcase.errMsg, returnBody.Message) } else { assert.Equal(t, int32(http.StatusOK), returnBody.Code) } fmt.Println(w.Body.String()) }) } } var commonSuccessStatus = &commonpb.Status{ ErrorCode: commonpb.ErrorCode_Success, Reason: "", } var commonErrorStatus = &commonpb.Status{ ErrorCode: commonpb.ErrorCode_CollectionNameNotFound, // 28 Reason: "", } func TestMethodDelete(t *testing.T) { paramtable.Init() mp := mocks.NewMockProxy(t) mp.EXPECT().DropCollection(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() mp.EXPECT().DropPartition(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() mp.EXPECT().DeleteCredential(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() mp.EXPECT().DropRole(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() mp.EXPECT().DropIndex(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() mp.EXPECT().DropAlias(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() testEngine := initHTTPServerV2(mp, false) queryTestCases := []rawTestCase{} queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(CollectionCategory, DropAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(PartitionCategory, DropAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(UserCategory, DropAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(RoleCategory, DropAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(IndexCategory, DropAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(AliasCategory, DropAction), }) for _, testcase := range queryTestCases { t.Run("query", func(t *testing.T) { bodyReader := bytes.NewReader([]byte(`{"collectionName": "` + DefaultCollectionName + `", "partitionName": "` + DefaultPartitionName + `", "userName": "` + util.UserRoot + `", "roleName": "` + util.RoleAdmin + `", "indexName": "` + DefaultIndexName + `", "aliasName": "` + DefaultAliasName + `"}`)) req := httptest.NewRequest(http.MethodPost, testcase.path, bodyReader) w := httptest.NewRecorder() testEngine.ServeHTTP(w, req) assert.Equal(t, http.StatusOK, w.Code) returnBody := &ReturnErrMsg{} err := json.Unmarshal(w.Body.Bytes(), returnBody) assert.Nil(t, err) if testcase.errCode != 0 { assert.Equal(t, testcase.errCode, returnBody.Code) assert.Equal(t, testcase.errMsg, returnBody.Message) } else { assert.Equal(t, int32(http.StatusOK), returnBody.Code) } fmt.Println(w.Body.String()) }) } } func TestMethodPost(t *testing.T) { paramtable.Init() mp := mocks.NewMockProxy(t) mp.EXPECT().CreateCollection(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() mp.EXPECT().RenameCollection(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() mp.EXPECT().LoadCollection(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Twice() mp.EXPECT().ReleaseCollection(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() mp.EXPECT().CreatePartition(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() mp.EXPECT().LoadPartitions(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() mp.EXPECT().ReleasePartitions(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() mp.EXPECT().CreateCredential(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() mp.EXPECT().UpdateCredential(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() mp.EXPECT().OperateUserRole(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Twice() mp.EXPECT().CreateRole(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() mp.EXPECT().OperatePrivilege(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Twice() mp.EXPECT().CreateIndex(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Twice() mp.EXPECT().CreateIndex(mock.Anything, mock.Anything).Return(commonErrorStatus, nil).Once() mp.EXPECT().CreateAlias(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() mp.EXPECT().AlterAlias(mock.Anything, mock.Anything).Return(commonSuccessStatus, nil).Once() mp.EXPECT().Import(mock.Anything, mock.Anything).Return(&milvuspb.ImportResponse{Status: commonSuccessStatus, Tasks: []int64{int64(1234567890)}}, nil).Once() testEngine := initHTTPServerV2(mp, false) queryTestCases := []rawTestCase{} queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(CollectionCategory, CreateAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(CollectionCategory, RenameAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(CollectionCategory, LoadAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(CollectionCategory, ReleaseAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(PartitionCategory, CreateAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(PartitionCategory, LoadAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(PartitionCategory, ReleaseAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(UserCategory, CreateAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(UserCategory, UpdatePasswordAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(UserCategory, GrantRoleAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(UserCategory, RevokeRoleAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(RoleCategory, CreateAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(RoleCategory, GrantPrivilegeAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(RoleCategory, RevokePrivilegeAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(IndexCategory, CreateAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(IndexCategory, CreateAction), errMsg: "", errCode: 65535, }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(AliasCategory, CreateAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(AliasCategory, AlterAction), }) queryTestCases = append(queryTestCases, rawTestCase{ path: versionalV2(ImportJobCategory, CreateAction), }) for _, testcase := range queryTestCases { t.Run("query", func(t *testing.T) { bodyReader := bytes.NewReader([]byte(`{` + `"collectionName": "` + DefaultCollectionName + `", "newCollectionName": "test", "newDbName": "",` + `"partitionName": "` + DefaultPartitionName + `", "partitionNames": ["` + DefaultPartitionName + `"],` + `"schema": {"fields": [{"fieldName": "book_id", "dataType": "Int64", "elementTypeParams": {}}, {"fieldName": "book_intro", "dataType": "FloatVector", "elementTypeParams": {"dim": "2"}}]},` + `"indexParams": [{"indexName": "` + DefaultIndexName + `", "fieldName": "book_intro", "metricType": "L2", "indexConfig": {"nlist": "30", "index_type": "IVF_FLAT"}}],` + `"userName": "` + util.UserRoot + `", "password": "Milvus", "newPassword": "milvus", "roleName": "` + util.RoleAdmin + `",` + `"roleName": "` + util.RoleAdmin + `", "objectType": "Global", "objectName": "*", "privilege": "*",` + `"aliasName": "` + DefaultAliasName + `",` + `"files": ["book.json"]` + `}`)) req := httptest.NewRequest(http.MethodPost, testcase.path, bodyReader) w := httptest.NewRecorder() testEngine.ServeHTTP(w, req) assert.Equal(t, http.StatusOK, w.Code) returnBody := &ReturnErrMsg{} err := json.Unmarshal(w.Body.Bytes(), returnBody) assert.Nil(t, err) if testcase.errCode != 0 { assert.Equal(t, testcase.errCode, returnBody.Code) assert.Equal(t, testcase.errMsg, returnBody.Message) } else { assert.Equal(t, int32(http.StatusOK), returnBody.Code) } fmt.Println(w.Body.String()) }) } } func TestDML(t *testing.T) { paramtable.Init() mp := mocks.NewMockProxy(t) mp.EXPECT().DescribeCollection(mock.Anything, mock.Anything).Return(&milvuspb.DescribeCollectionResponse{ CollectionName: DefaultCollectionName, Schema: generateCollectionSchema(schemapb.DataType_Int64), ShardsNum: ShardNumDefault, Status: &StatusSuccess, }, nil).Times(6) mp.EXPECT().DescribeCollection(mock.Anything, mock.Anything).Return(&milvuspb.DescribeCollectionResponse{Status: commonErrorStatus}, nil).Times(4) mp.EXPECT().Search(mock.Anything, mock.Anything).Return(&milvuspb.SearchResults{Status: commonSuccessStatus, Results: &schemapb.SearchResultData{TopK: int64(0)}}, nil).Times(3) mp.EXPECT().Search(mock.Anything, mock.Anything).Return(&milvuspb.SearchResults{Status: &commonpb.Status{ ErrorCode: 1700, // ErrFieldNotFound Reason: "groupBy field not found in schema: field not found[field=test]", }}, nil).Once() mp.EXPECT().HybridSearch(mock.Anything, mock.Anything).Return(&milvuspb.SearchResults{Status: commonSuccessStatus, Results: &schemapb.SearchResultData{TopK: int64(0)}}, nil).Twice() mp.EXPECT().Query(mock.Anything, mock.Anything).Return(&milvuspb.QueryResults{Status: commonSuccessStatus, OutputFields: []string{}, FieldsData: []*schemapb.FieldData{}}, nil).Twice() mp.EXPECT().Insert(mock.Anything, mock.Anything).Return(&milvuspb.MutationResult{Status: commonSuccessStatus, InsertCnt: int64(0), IDs: &schemapb.IDs{IdField: &schemapb.IDs_IntId{IntId: &schemapb.LongArray{Data: []int64{}}}}}, nil).Once() mp.EXPECT().Insert(mock.Anything, mock.Anything).Return(&milvuspb.MutationResult{Status: commonSuccessStatus, InsertCnt: int64(0), IDs: &schemapb.IDs{IdField: &schemapb.IDs_StrId{StrId: &schemapb.StringArray{Data: []string{}}}}}, nil).Once() mp.EXPECT().Upsert(mock.Anything, mock.Anything).Return(&milvuspb.MutationResult{Status: commonSuccessStatus, UpsertCnt: int64(0), IDs: &schemapb.IDs{IdField: &schemapb.IDs_IntId{IntId: &schemapb.LongArray{Data: []int64{}}}}}, nil).Once() mp.EXPECT().Upsert(mock.Anything, mock.Anything).Return(&milvuspb.MutationResult{Status: commonSuccessStatus, UpsertCnt: int64(0), IDs: &schemapb.IDs{IdField: &schemapb.IDs_StrId{StrId: &schemapb.StringArray{Data: []string{}}}}}, nil).Once() mp.EXPECT().Delete(mock.Anything, mock.Anything).Return(&milvuspb.MutationResult{Status: commonSuccessStatus}, nil).Once() testEngine := initHTTPServerV2(mp, false) queryTestCases := []requestBodyTestCase{} queryTestCases = append(queryTestCases, requestBodyTestCase{ path: SearchAction, requestBody: []byte(`{"collectionName": "book", "vector": [0.1, 0.2], "filter": "book_id in [2, 4, 6, 8]", "limit": 4, "outputFields": ["word_count"]}`), }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: SearchAction, requestBody: []byte(`{"collectionName": "book", "vector": [0.1, 0.2], "filter": "book_id in [2, 4, 6, 8]", "limit": 4, "outputFields": ["word_count"], "params": {"radius":0.9}}`), }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: SearchAction, requestBody: []byte(`{"collectionName": "book", "vector": [0.1, 0.2], "filter": "book_id in [2, 4, 6, 8]", "limit": 4, "outputFields": ["word_count"], "params": {"range_filter": 0.1}}`), errMsg: "can only accept json format request, error: invalid search params", errCode: 1801, // ErrIncorrectParameterFormat }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: SearchAction, requestBody: []byte(`{"collectionName": "book", "vector": [0.1, 0.2], "filter": "book_id in [2, 4, 6, 8]", "limit": 4, "outputFields": ["word_count"], "params": {"radius":0.9, "range_filter": 0.1}, "groupingField": "word_count"}`), }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: SearchAction, requestBody: []byte(`{"collectionName": "book", "vector": [0.1, 0.2], "filter": "book_id in [2, 4, 6, 8]", "limit": 4, "outputFields": ["word_count"], "params": {"radius":0.9, "range_filter": 0.1}, "groupingField": "test"}`), errMsg: "groupBy field not found in schema: field not found[field=test]", errCode: 65535, }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: HybridSearchAction, requestBody: []byte(`{"collectionName": "hello_milvus", "search": [{"vector": [0.1, 0.2], "annsField": "float_vector1", "metricType": "L2", "limit": 3}, {"vector": [0.1, 0.2], "annsField": "float_vector2", "metricType": "L2", "limit": 3}], "rerank": {"strategy": "rrf", "params": {"k": 1}}}`), }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: HybridSearchAction, requestBody: []byte(`{"collectionName": "hello_milvus", "search": [{"vector": [0.1, 0.2], "annsField": "float_vector1", "metricType": "L2", "limit": 3}, {"vector": [0.1, 0.2], "annsField": "float_vector2", "metricType": "L2", "limit": 3}], "rerank": {"strategy": "weighted", "params": {"weights": [0.9, 0.8]}}}`), }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: QueryAction, requestBody: []byte(`{"collectionName": "book", "filter": "book_id in [2, 4, 6, 8]", "outputFields": ["book_id", "word_count", "book_intro"], "offset": 1}`), }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: GetAction, requestBody: []byte(`{"collectionName": "book", "id" : [2, 4, 6, 8, 0], "outputFields": ["book_id", "word_count", "book_intro"]}`), }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: InsertAction, requestBody: []byte(`{"collectionName": "book", "data": [{"book_id": 0, "word_count": 0, "book_intro": [0.11825, 0.6]}]}`), }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: InsertAction, requestBody: []byte(`{"collectionName": "book", "data": [{"book_id": 0, "word_count": 0, "book_intro": [0.11825, 0.6]}]}`), }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: UpsertAction, requestBody: []byte(`{"collectionName": "book", "data": [{"book_id": 0, "word_count": 0, "book_intro": [0.11825, 0.6]}]}`), }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: UpsertAction, requestBody: []byte(`{"collectionName": "book", "data": [{"book_id": 0, "word_count": 0, "book_intro": [0.11825, 0.6]}]}`), }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: DeleteAction, requestBody: []byte(`{"collectionName": "book", "id" : [0]}`), }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: GetAction, requestBody: []byte(`{"collectionName": "book", "id" : [2, 4, 6, 8, 0], "outputFields": ["book_id", "word_count", "book_intro"]}`), errMsg: "", errCode: 65535, }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: InsertAction, requestBody: []byte(`{"collectionName": "book", "data": [{"book_id": 0, "word_count": 0, "book_intro": [0.11825, 0.6]}]}`), errMsg: "", errCode: 65535, }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: UpsertAction, requestBody: []byte(`{"collectionName": "book", "data": [{"book_id": 0, "word_count": 0, "book_intro": [0.11825, 0.6]}]}`), errMsg: "", errCode: 65535, }) queryTestCases = append(queryTestCases, requestBodyTestCase{ path: DeleteAction, requestBody: []byte(`{"collectionName": "book", "id" : [0]}`), errMsg: "", errCode: 65535, }) for _, testcase := range queryTestCases { t.Run("query", func(t *testing.T) { bodyReader := bytes.NewReader(testcase.requestBody) req := httptest.NewRequest(http.MethodPost, versionalV2(EntityCategory, testcase.path), bodyReader) w := httptest.NewRecorder() testEngine.ServeHTTP(w, req) assert.Equal(t, http.StatusOK, w.Code) returnBody := &ReturnErrMsg{} err := json.Unmarshal(w.Body.Bytes(), returnBody) assert.Nil(t, err) if testcase.errCode != 0 { assert.Equal(t, testcase.errCode, returnBody.Code) assert.Equal(t, testcase.errMsg, returnBody.Message) } else { assert.Equal(t, int32(http.StatusOK), returnBody.Code) } fmt.Println(w.Body.String()) }) } }