testutil

package
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 Go to latest Published: May 10, 2026 License: AGPL-3.0 Imports: 20 Imported by: 0

Documentation

Overview

Package testutil provides shared test helper functions for unit testing.

For integration tests requiring database access, use test/dbhelpers instead. This package provides lightweight helpers for unit tests without external dependencies.

Package testutil provides email testing utilities using MailHog.

Package testutil provides shared test utilities and mocks for unit testing.

Index

Constants

This section is empty.

Variables

View Source 
var ErrMockObjectNotFound = errors.New("object not found")

ErrMockObjectNotFound is returned when an object is not found in mock storage

Functions

func AssertErrorContains 

func AssertErrorContains(t *testing.T, err error, substring string)

AssertErrorContains asserts that an error's message contains a substring.

func AssertErrorIs 

func AssertErrorIs(t *testing.T, err error, target error)

AssertErrorIs asserts that an error is of a specific type.

func AssertJSONContains 

func AssertJSONContains(t *testing.T, expected, actual string)

AssertJSONContains asserts that the actual JSON contains all fields from expected JSON.

func AssertJSONEqual 

func AssertJSONEqual(t *testing.T, expected, actual string)

AssertJSONEqual asserts that two JSON strings represent equal objects.

func CleanupTestDB 

func CleanupTestDB(t *testing.T, db *pgxpool.Pool)

CleanupTestDB cleans up a test database connection.

func CreateTestTable 

func CreateTestTable(t *testing.T, db *pgxpool.Pool, schema, table string, columns []Column)

CreateTestTable creates a test table with the specified columns.

Example: 

testutil.CreateTestTable(t, db, "public", "test_products",
	[]testutil.Column{{Name: "id", Type: "serial PRIMARY KEY"}, {Name: "name", Type: "text"}})

func CreateTestUser 

func CreateTestUser(t *testing.T, db *pgxpool.Pool, email string) string

CreateTestUser creates a test user in the database. Returns the user ID.

Uses the auth.users table schema with password_hash column.

func DeleteAllMailHogMessages 

func DeleteAllMailHogMessages(t *testing.T)

DeleteAllMailHogMessages deletes all messages from MailHog. Use this before tests to ensure a clean state.

func DropTestTable 

func DropTestTable(t *testing.T, db *pgxpool.Pool, schema, table string)

DropTestTable drops a test table.

func ExtractEmailVerificationToken 

func ExtractEmailVerificationToken(t *testing.T, emailBody string) string

ExtractEmailVerificationToken extracts an email verification token from an email body.

func ExtractMagicLinkToken 

func ExtractMagicLinkToken(t *testing.T, emailBody string) string

ExtractMagicLinkToken extracts a magic link token from an email body. It looks for patterns like: - /auth/verify?token=<token> - token=<token>

func ExtractPasswordResetToken 

func ExtractPasswordResetToken(t *testing.T, emailBody string) string

ExtractPasswordResetToken extracts a password reset token from an email body. It looks for patterns like: - /auth/reset-password?token=<token> - /reset-password?token=<token> - token=<token>

func GetMailHogBaseURL 

func GetMailHogBaseURL() string

GetMailHogBaseURL returns the MailHog base URL for the current environment. It checks the MAILHOG_HOST environment variable, defaulting to localhost.

func IntPtr 

func IntPtr(i int) *int

IntPtr creates an int pointer.

func NullInt 

func NullInt(i *int) sql.NullInt64

NullInt creates a sql.NullInt64 from an int pointer.

func NullString 

func NullString(s *string) sql.NullString

NullString creates a sql.NullString from a string pointer.

func ReadBody 

func ReadBody(t *testing.T, r io.ReadCloser) string

ReadBody reads the entire body into a string.

func SetupTestDB 

func SetupTestDB(t *testing.T) *pgxpool.Pool

SetupTestDB creates a test database connection.

This function connects to the test database using environment variables or default config. For integration tests, consider using test/dbhelpers.NewDBTestContext() instead, which provides additional features like connection pooling and test table setup.

Example: 

db := testutil.SetupTestDB(t)
defer testutil.CleanupTestDB(t, db)

func SetupTestServer 

func SetupTestServer(t *testing.T) *fiber.App

SetupTestServer creates a test Fiber server with common middleware.

Example: 

app := testutil.SetupTestServer(t)
// Register routes and test

func StringPtr 

func StringPtr(s string) *string

StringPtr creates a string pointer.

func TruncateTable 

func TruncateTable(t *testing.T, db *pgxpool.Pool, schema, table string)

TruncateTable truncates a table (removes all data but keeps structure).

func WaitForCondition 

func WaitForCondition(t *testing.T, condition func() bool, timeout time.Duration, msg string)

WaitForCondition polls until a condition is met or timeout expires.

Example: 

testutil.WaitForCondition(t, func() bool {
    return db.Ping(context.Background()) == nil
}, 5*time.Second, "database to become available")

Types

type Column 

type Column struct {
	Name string
	Type string
}

Column represents a table column definition.

type MailHogMessage 

type MailHogMessage struct {
	ID   string `json:"ID"`
	From struct {
		Mailbox string `json:"Mailbox"`
		Domain  string `json:"Domain"`
	} `json:"From"`
	To []struct {
		Mailbox string `json:"Mailbox"`
		Domain  string `json:"Domain"`
	} `json:"To"`
	Content struct {
		Headers map[string][]string `json:"Headers"`
		Body    string              `json:"body"`
	} `json:"Content"`
	Created time.Time `json:"Created"`
}

MailHogMessage represents an email message from MailHog API

func FindEmailTo 

func FindEmailTo(t *testing.T, emailAddress string) *MailHogMessage

FindEmailTo finds an email sent to a specific recipient.

func FindEmailWithSubject 

func FindEmailWithSubject(t *testing.T, subject string) *MailHogMessage

FindEmailWithSubject finds an email with a specific subject line.

func GetAllMailHogMessages 

func GetAllMailHogMessages(t *testing.T) []MailHogMessage

GetAllMailHogMessages fetches all messages from MailHog.

func WaitForEmail 

func WaitForEmail(t *testing.T, timeout time.Duration, checkFn func(MailHogMessage) bool) *MailHogMessage

WaitForEmail waits for an email to arrive in MailHog matching a filter function. It polls every 100ms until the timeout is reached.

Example: 

msg := testutil.WaitForEmail(t, 5*time.Second, func(m testutil.MailHogMessage) bool {
    return len(m.To) > 0 && m.To[0].Mailbox == "user" && m.To[0].Domain == "example.com"
})
require.NotNil(t, msg, "Email not received within timeout")

type MailHogMessages 

type MailHogMessages struct {
	Total int              `json:"total"`
	Count int              `json:"count"`
	Start int              `json:"start"`
	Items []MailHogMessage `json:"items"`
}

MailHogMessages represents the response from MailHog messages API

type MockAzureClient 

type MockAzureClient struct {
	*MockOpenAIClient
}

MockAzureClient is similar to MockOpenAIClient for Azure OpenAI

func NewMockAzureClient 

func NewMockAzureClient() *MockAzureClient

NewMockAzureClient creates a new mock Azure client

type MockOAuthProvider 

type MockOAuthProvider struct {
	// Callbacks for custom behavior
	AuthURLFunc  func(state string) string
	ExchangeFunc func(token string) (*OAuthToken, error)
	GetUserFunc  func(token *OAuthToken) (*OAuthUser, error)

	// State tracking
	StateToken   string // Expected state for validation
	UserInfo     *OAuthUser
	TokenInfo    *OAuthToken
	ShouldError  bool
	ErrorMessage string
}

MockOAuthProvider implements OAuth provider functionality for testing

func NewMockOAuthProvider 

func NewMockOAuthProvider() *MockOAuthProvider

NewMockOAuthProvider creates a new mock OAuth provider

func (*MockOAuthProvider) AuthURL 

func (m *MockOAuthProvider) AuthURL(state string) string

AuthURL generates an authorization URL for testing

func (*MockOAuthProvider) Exchange 

func (m *MockOAuthProvider) Exchange(code string) (*OAuthToken, error)

Exchange exchanges an authorization code for a token

func (*MockOAuthProvider) GetUser 

func (m *MockOAuthProvider) GetUser(token *OAuthToken) (*OAuthUser, error)

GetUser gets user information from the OAuth provider

type MockOCRProvider 

type MockOCRProvider struct {
	// Callbacks for custom behavior
	ExtractPDFFunc   func(ctx context.Context, data []byte, languages []string) (string, error)
	ExtractImageFunc func(ctx context.Context, data []byte, languages []string) (string, error)
	IsAvailableFunc  func() bool

	// State tracking
	Text         string
	IsAvailable  bool
	ShouldError  bool
	ErrorMessage string
}

MockOCRProvider implements OCR for testing

func NewMockOCRProvider 

func NewMockOCRProvider() *MockOCRProvider

NewMockOCRProvider creates a new mock OCR provider

func (*MockOCRProvider) Available 

func (m *MockOCRProvider) Available() bool

Available returns whether the OCR provider is available

func (*MockOCRProvider) ExtractImage 

func (m *MockOCRProvider) ExtractImage(ctx context.Context, data []byte, languages []string) (string, error)

ExtractImage extracts text from an image

func (*MockOCRProvider) ExtractPDF 

func (m *MockOCRProvider) ExtractPDF(ctx context.Context, data []byte, languages []string) (string, error)

ExtractPDF extracts text from a PDF

type MockOllamaClient 

type MockOllamaClient struct {
	*MockOpenAIClient
}

MockOllamaClient is similar to MockOpenAIClient for Ollama

func NewMockOllamaClient 

func NewMockOllamaClient() *MockOllamaClient

NewMockOllamaClient creates a new mock Ollama client

type MockOpenAIClient 

type MockOpenAIClient struct {
	// Callbacks for custom behavior
	ChatCompletionFunc func(ctx context.Context, messages []interface{}, opts map[string]interface{}) (string, error)
	EmbeddingFunc      func(ctx context.Context, texts []string) ([][]float32, error)

	// State tracking
	Response     string
	Embeddings   [][]float32
	ShouldError  bool
	ErrorMessage string
}

MockOpenAIClient implements OpenAI client for testing

func NewMockOpenAIClient 

func NewMockOpenAIClient() *MockOpenAIClient

NewMockOpenAIClient creates a new mock OpenAI client

func (*MockOpenAIClient) ChatCompletion 

func (m *MockOpenAIClient) ChatCompletion(ctx context.Context, messages []interface{}, opts map[string]interface{}) (string, error)

ChatCompletion performs a chat completion

func (*MockOpenAIClient) Embedding 

func (m *MockOpenAIClient) Embedding(ctx context.Context, texts []string) ([][]float32, error)

Embedding generates embeddings for texts

type MockPubSub 

type MockPubSub struct {
	// contains filtered or unexported fields
}

MockPubSub implements pubsub.PubSub for testing

func NewMockPubSub 

func NewMockPubSub() *MockPubSub

NewMockPubSub creates a new mock pubsub

func (*MockPubSub) Close 

func (m *MockPubSub) Close() error

func (*MockPubSub) GetPublishedMessages 

func (m *MockPubSub) GetPublishedMessages() []PublishedMessage

GetPublishedMessages returns all published messages for testing

func (*MockPubSub) Name 

func (m *MockPubSub) Name() string

func (*MockPubSub) Publish 

func (m *MockPubSub) Publish(ctx context.Context, channel string, payload []byte) error

func (*MockPubSub) Subscribe 

func (m *MockPubSub) Subscribe(ctx context.Context, channel string) (<-chan []byte, error)

func (*MockPubSub) Unsubscribe 

func (m *MockPubSub) Unsubscribe(ctx context.Context, channel string) error

type MockRateLimiter 

type MockRateLimiter struct {

	// Callbacks for custom behavior
	CheckFunc  func(key string) (bool, time.Duration, error)
	RecordFunc func(key string) error
	ResetFunc  func(key string) error

	// State tracking
	Attempts     map[string]int
	Locked       map[string]bool
	Limit        int
	Window       time.Duration
	ShouldError  bool
	ErrorMessage string
	// contains filtered or unexported fields
}

MockRateLimiter implements rate limiting for testing

func NewMockRateLimiter 

func NewMockRateLimiter(limit int, window time.Duration) *MockRateLimiter

NewMockRateLimiter creates a new mock rate limiter

func (*MockRateLimiter) Check 

func (m *MockRateLimiter) Check(key string) (bool, time.Duration, error)

Check checks if a key is rate limited

func (*MockRateLimiter) Record 

func (m *MockRateLimiter) Record(key string) error

Record records an attempt for a key

func (*MockRateLimiter) Reset 

func (m *MockRateLimiter) Reset(key string) error

Reset resets rate limiting for a key

type MockRuntime 

type MockRuntime struct {
	// Callbacks for custom behavior
	ExecuteFunc func(code string, env map[string]string) (string, error)
	BundleFunc  func(entryPoint string) (string, []byte, error)

	// State tracking
	Output       string
	BundledCode  string
	SourceMap    []byte
	ShouldError  bool
	ErrorMessage string
}

MockRuntime implements Deno runtime for testing

func NewMockRuntime 

func NewMockRuntime() *MockRuntime

NewMockRuntime creates a new mock runtime

func (*MockRuntime) Bundle 

func (m *MockRuntime) Bundle(entryPoint string) (string, []byte, error)

Bundle bundles Deno code

func (*MockRuntime) Execute 

func (m *MockRuntime) Execute(code string, env map[string]string) (string, error)

Execute executes Deno code

type MockSAMLService 

type MockSAMLService struct {

	// Callbacks for custom behavior
	OnInitiateLogin  func(ctx context.Context, providerName, relayState string) (redirectURL string, err error)
	OnHandleCallback func(ctx context.Context, samlResponse, relayState string, providerName string) (nameID, email string, attributes map[string][]string, err error)
	OnGetProviders   func(ctx context.Context) ([]interface{}, error)
	OnLogout         func(ctx context.Context, sessionID string) error

	// State tracking for assertions
	Providers      map[string]bool   // provider name -> enabled
	Sessions       map[string]string // session ID -> user ID
	UsedAssertions map[string]bool   // assertion ID -> used (for replay detection)
	// contains filtered or unexported fields
}

MockSAMLService provides a mock for auth.SAMLService for testing

func NewMockSAMLService 

func NewMockSAMLService() *MockSAMLService

NewMockSAMLService creates a new mock SAML service

func (*MockSAMLService) AddProvider 

func (m *MockSAMLService) AddProvider(name string, enabled bool)

AddProvider adds a provider to the mock for testing

func (*MockSAMLService) HandleCallback 

func (m *MockSAMLService) HandleCallback(ctx context.Context, samlResponse, relayState, providerName string) (nameID, email string, attributes map[string][]string, err error)

HandleCallback mocks SAML callback processing

func (*MockSAMLService) InitiateLogin 

func (m *MockSAMLService) InitiateLogin(ctx context.Context, providerName, relayState string) (string, error)

InitiateLogin mocks SAML login initiation

func (*MockSAMLService) MarkAssertionUsed 

func (m *MockSAMLService) MarkAssertionUsed(assertionID string)

MarkAssertionUsed marks an assertion as used for replay detection testing

type MockSettingsCache 

type MockSettingsCache struct {
	// contains filtered or unexported fields
}

MockSettingsCache provides a mock for auth.SettingsCache

func NewMockSettingsCache 

func NewMockSettingsCache() *MockSettingsCache

NewMockSettingsCache creates a new mock settings cache

func (*MockSettingsCache) GetBool 

func (m *MockSettingsCache) GetBool(ctx context.Context, key string, defaultValue bool) bool

GetBool retrieves a boolean value (mimics SettingsCache.GetBool interface)

func (*MockSettingsCache) GetInt 

func (m *MockSettingsCache) GetInt(ctx context.Context, key string, defaultValue int) int

GetInt retrieves an integer value

func (*MockSettingsCache) GetString 

func (m *MockSettingsCache) GetString(ctx context.Context, key string, defaultValue string) string

GetString retrieves a string value

func (*MockSettingsCache) SetBool 

func (m *MockSettingsCache) SetBool(key string, value bool)

SetBool sets a boolean value for testing

func (*MockSettingsCache) SetInt 

func (m *MockSettingsCache) SetInt(key string, value int)

SetInt sets an integer value for testing

func (*MockSettingsCache) SetString 

func (m *MockSettingsCache) SetString(key string, value string)

SetString sets a string value for testing

type MockStorageProvider 

type MockStorageProvider struct {

	// Callbacks for custom behavior
	OnUpload   func(ctx context.Context, bucket, key string, data io.Reader, size int64) error
	OnDownload func(ctx context.Context, bucket, key string) (io.ReadCloser, *storage.Object, error)
	OnDelete   func(ctx context.Context, bucket, key string) error
	// contains filtered or unexported fields
}

MockStorageProvider implements storage.Provider for testing

func NewMockStorageProvider 

func NewMockStorageProvider() *MockStorageProvider

NewMockStorageProvider creates a new mock storage provider

func (*MockStorageProvider) BucketExists 

func (m *MockStorageProvider) BucketExists(ctx context.Context, bucket string) (bool, error)

func (*MockStorageProvider) CopyObject 

func (m *MockStorageProvider) CopyObject(ctx context.Context, srcBucket, srcKey, destBucket, destKey string) error

func (*MockStorageProvider) CreateBucket 

func (m *MockStorageProvider) CreateBucket(ctx context.Context, bucket string) error

func (*MockStorageProvider) Delete 

func (m *MockStorageProvider) Delete(ctx context.Context, bucket, key string) error

func (*MockStorageProvider) DeleteBucket 

func (m *MockStorageProvider) DeleteBucket(ctx context.Context, bucket string) error

func (*MockStorageProvider) Download 

func (m *MockStorageProvider) Download(ctx context.Context, bucket, key string, opts *storage.DownloadOptions) (io.ReadCloser, *storage.Object, error)

func (*MockStorageProvider) Exists 

func (m *MockStorageProvider) Exists(ctx context.Context, bucket, key string) (bool, error)

func (*MockStorageProvider) GenerateSignedURL 

func (m *MockStorageProvider) GenerateSignedURL(ctx context.Context, bucket, key string, opts *storage.SignedURLOptions) (string, error)

func (*MockStorageProvider) GetObject 

func (m *MockStorageProvider) GetObject(ctx context.Context, bucket, key string) (*storage.Object, error)

func (*MockStorageProvider) Health 

func (m *MockStorageProvider) Health(ctx context.Context) error

func (*MockStorageProvider) List 

func (m *MockStorageProvider) List(ctx context.Context, bucket string, opts *storage.ListOptions) (*storage.ListResult, error)

func (*MockStorageProvider) ListBuckets 

func (m *MockStorageProvider) ListBuckets(ctx context.Context) ([]string, error)

func (*MockStorageProvider) MoveObject 

func (m *MockStorageProvider) MoveObject(ctx context.Context, srcBucket, srcKey, destBucket, destKey string) error

func (*MockStorageProvider) Name 

func (m *MockStorageProvider) Name() string

func (*MockStorageProvider) Upload 

func (m *MockStorageProvider) Upload(ctx context.Context, bucket, key string, data io.Reader, size int64, opts *storage.UploadOptions) (*storage.Object, error)

type MockSubscriptionDB 

type MockSubscriptionDB struct {

	// EnabledTables maps "schema.table" to enabled status
	EnabledTables map[string]bool

	// RLSResults maps "schema.table.recordID" to access result
	RLSResults map[string]bool

	// OwnershipResults maps execution ID to (isOwner, exists)
	OwnershipResults map[uuid.UUID]struct {
		IsOwner bool
		Exists  bool
	}
	// contains filtered or unexported fields
}

MockSubscriptionDB implements realtime.SubscriptionDB for testing. It allows configuring which tables are enabled for realtime and controlling RLS/ownership check results.

func NewMockSubscriptionDB 

func NewMockSubscriptionDB() *MockSubscriptionDB

NewMockSubscriptionDB creates a new mock subscription database

func (*MockSubscriptionDB) CheckFunctionOwnership 

func (m *MockSubscriptionDB) CheckFunctionOwnership(ctx context.Context, execID, userID uuid.UUID) (bool, bool, error)

CheckFunctionOwnership implements SubscriptionDB

func (*MockSubscriptionDB) CheckJobOwnership 

func (m *MockSubscriptionDB) CheckJobOwnership(ctx context.Context, execID, userID uuid.UUID) (bool, bool, error)

CheckJobOwnership implements SubscriptionDB

func (*MockSubscriptionDB) CheckRLSAccess 

func (m *MockSubscriptionDB) CheckRLSAccess(ctx context.Context, schema, table, role string, claims map[string]interface{}, recordID interface{}) (bool, error)

CheckRLSAccess implements SubscriptionDB

func (*MockSubscriptionDB) CheckRPCOwnership 

func (m *MockSubscriptionDB) CheckRPCOwnership(ctx context.Context, execID, userID uuid.UUID) (bool, bool, error)

CheckRPCOwnership implements SubscriptionDB

func (*MockSubscriptionDB) EnableTable 

func (m *MockSubscriptionDB) EnableTable(schema, table string)

EnableTable marks a table as enabled for realtime

func (*MockSubscriptionDB) IsTableRealtimeEnabled 

func (m *MockSubscriptionDB) IsTableRealtimeEnabled(ctx context.Context, schema, table string) (bool, error)

IsTableRealtimeEnabled implements SubscriptionDB

type MockTOTPValidator 

type MockTOTPValidator struct {

	// Callbacks for custom behavior
	ValidateFunc func(secret, code string) bool
	GenerateFunc func() (secret string, qrCode []byte, err error)

	// State tracking
	ValidCodes   map[string][]string // secret -> valid codes
	Secret       string
	ShouldError  bool
	ErrorMessage string
	CodeIsValid  bool // Override for validation result
	// contains filtered or unexported fields
}

MockTOTPValidator implements TOTP validation for testing

func NewMockTOTPValidator 

func NewMockTOTPValidator() *MockTOTPValidator

NewMockTOTPValidator creates a new mock TOTP validator

func (*MockTOTPValidator) AddValidCode 

func (m *MockTOTPValidator) AddValidCode(secret, code string)

AddValidCode adds a valid code for a secret (for testing)

func (*MockTOTPValidator) Generate 

func (m *MockTOTPValidator) Generate() (string, []byte, error)

Generate generates a new TOTP secret for testing

func (*MockTOTPValidator) Validate 

func (m *MockTOTPValidator) Validate(secret, code string) bool

Validate validates a TOTP code for testing

type MockTime 

type MockTime struct {
	// contains filtered or unexported fields
}

MockTime is a helper for time-sensitive tests. It allows you to control the current time in tests.

func NewMockTime 

func NewMockTime() *MockTime

NewMockTime creates a new mock time helper.

func (*MockTime) Add 

func (m *MockTime) Add(d time.Duration)

Add adds a duration to the current time.

func (*MockTime) Freeze 

func (m *MockTime) Freeze()

Freeze freezes time at the current moment.

func (*MockTime) Now 

func (m *MockTime) Now() time.Time

Now returns the current (mock) time.

func (*MockTime) Set 

func (m *MockTime) Set(t time.Time)

Set sets the current time to a specific value.

func (*MockTime) Unfreeze 

func (m *MockTime) Unfreeze()

Unfreeze unfreezes time.

type MockVectorDatabase 

type MockVectorDatabase struct {

	// Callbacks for custom behavior
	InsertFunc func(vectors []Vector) error
	SearchFunc func(query Vector, limit int, filters map[string]string) ([]VectorSearchResult, error)
	DeleteFunc func(ids []string) error

	// State tracking
	Vectors      map[string]Vector // id -> vector
	ShouldError  bool
	ErrorMessage string
	// contains filtered or unexported fields
}

MockVectorDatabase implements vector database operations for testing

func NewMockVectorDatabase 

func NewMockVectorDatabase() *MockVectorDatabase

NewMockVectorDatabase creates a new mock vector database

func (*MockVectorDatabase) Delete 

func (m *MockVectorDatabase) Delete(ids []string) error

Delete deletes vectors by IDs

func (*MockVectorDatabase) Insert 

func (m *MockVectorDatabase) Insert(vectors []Vector) error

Insert inserts vectors into the mock database

func (*MockVectorDatabase) Search 

func (m *MockVectorDatabase) Search(query Vector, limit int, filters map[string]string) ([]VectorSearchResult, error)

Search searches for similar vectors

type OAuthToken 

type OAuthToken struct {
	AccessToken  string
	RefreshToken string
	Expiry       time.Time
	TokenType    string
}

OAuthToken represents an OAuth token for testing

type OAuthUser 

type OAuthUser struct {
	ID       string
	Email    string
	Name     string
	Picture  string
	Provider string
}

OAuthUser represents an OAuth user for testing

type PublishedMessage 

type PublishedMessage struct {
	Channel string
	Payload []byte
}

PublishedMessage records a published message for testing

type Vector 

type Vector struct {
	ID       string
	Values   []float32
	Metadata map[string]interface{}
}

Vector represents a vector with metadata

type VectorSearchResult 

type VectorSearchResult struct {
	Vector     Vector
	Similarity float32
}

VectorSearchResult represents a vector search result

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