mirror of
https://github.com/httprunner/httprunner.git
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417 lines
13 KiB
Go
417 lines
13 KiB
Go
package ai
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import (
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"context"
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"encoding/json"
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"fmt"
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"testing"
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"github.com/httprunner/httprunner/v5/internal/builtin"
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"github.com/httprunner/httprunner/v5/uixt/option"
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"github.com/httprunner/httprunner/v5/uixt/types"
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"github.com/stretchr/testify/assert"
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"github.com/stretchr/testify/require"
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)
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// Test data structures
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// GameInfo represents basic game information for testing
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type GameInfo struct {
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Content string `json:"content"` // Description
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Thought string `json:"thought"` // Reasoning
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Rows int `json:"rows"` // Number of rows
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Cols int `json:"cols"` // Number of columns
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Icons []string `json:"icons"` // List of icon types
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TotalIcons int `json:"totalNumber"` // Total number of icons
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}
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// GameAnalysisResult represents comprehensive game analysis for testing
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type GameAnalysisResult struct {
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Content string `json:"content"` // Human-readable description
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Thought string `json:"thought"` // AI reasoning process
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GameType string `json:"gameType"` // Type of game detected
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Dimensions Dimensions `json:"dimensions"` // Grid dimensions
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Elements []Element `json:"elements"` // Game elements detected
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Statistics Statistics `json:"statistics"` // Game statistics
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}
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type Dimensions struct {
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Rows int `json:"rows"` // Number of rows
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Cols int `json:"cols"` // Number of columns
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}
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type Element struct {
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Type string `json:"type"` // Element type/name
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Position Position `json:"position"` // Position in grid
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BoundBox BoundingBox `json:"boundBox"` // Pixel coordinates
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}
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type Position struct {
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Row int `json:"row"` // Row index (0-based)
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Col int `json:"col"` // Column index (0-based)
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}
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type BoundingBox struct {
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X int `json:"x"` // Left coordinate
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Y int `json:"y"` // Top coordinate
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Width int `json:"width"` // Width in pixels
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Height int `json:"height"` // Height in pixels
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}
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type Statistics struct {
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TotalElements int `json:"totalElements"` // Total number of elements
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UniqueTypes int `json:"uniqueTypes"` // Number of unique element types
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TypeCounts []TypeCount `json:"typeCounts"` // Count of each type
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}
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type TypeCount struct {
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Type string `json:"type"` // Element type
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Count int `json:"count"` // Number of occurrences
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}
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// Test helper functions
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func setupTestQuerier(t *testing.T) *Querier {
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ctx := context.Background()
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modelConfig, err := GetModelConfig(option.DOUBAO_SEED_1_6_250615)
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require.NoError(t, err)
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querier, err := NewQuerier(ctx, modelConfig)
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require.NoError(t, err)
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return querier
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}
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func loadTestImage(t *testing.T, path string) (string, types.Size) {
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screenshot, size, err := builtin.LoadImage(path)
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require.NoError(t, err)
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return screenshot, size
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}
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// Test functions
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func TestParseQueryResult(t *testing.T) {
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tests := []struct {
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name string
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content string
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expected *QueryResult
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}{
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{
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name: "valid JSON response",
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content: `{"content": "extracted information", "thought": "analysis complete"}`,
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expected: &QueryResult{
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Content: "extracted information",
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Thought: "analysis complete",
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},
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},
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{
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name: "JSON in markdown",
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content: "```json\n{\"content\": \"data from markdown\", \"thought\": \"parsed from code block\"}\n```",
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expected: &QueryResult{
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Content: "data from markdown",
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Thought: "parsed from code block",
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},
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},
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{
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name: "plain text response",
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content: "This is just plain text without JSON structure",
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expected: &QueryResult{
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Content: "This is just plain text without JSON structure",
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Thought: "Failed to parse as JSON, returning raw content",
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},
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},
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{
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name: "invalid JSON",
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content: `{"content": "incomplete json", "missing_closing_brace": true`,
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expected: &QueryResult{
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Content: "incomplete json",
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Thought: "Partial extraction from malformed response",
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},
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},
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}
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for _, tt := range tests {
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t.Run(tt.name, func(t *testing.T) {
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result, err := parseQueryResult(tt.content)
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assert.NoError(t, err)
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assert.Equal(t, tt.expected.Content, result.Content)
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assert.Equal(t, tt.expected.Thought, result.Thought)
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})
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}
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}
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func TestModel(t *testing.T) {
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// Test different models
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models := []option.LLMServiceType{
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option.DOUBAO_SEED_1_6_250615,
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option.DOUBAO_1_5_THINKING_VISION_PRO_250428,
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option.DOUBAO_1_5_UI_TARS_250328,
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option.OPENAI_GPT_4O,
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}
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for _, path := range []string{"testdata/llk_1.png", "testdata/llk_4.png"} {
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for _, modelType := range models {
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t.Run(string(modelType), func(t *testing.T) {
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modelConfig, err := GetModelConfig(modelType)
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require.NoError(t, err)
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querier, err := NewQuerier(context.Background(), modelConfig)
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require.NoError(t, err)
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// Load test image
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screenshot, size := loadTestImage(t, path)
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// Test query
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opts := &QueryOptions{
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Query: "请分析这个连连看游戏界面，告诉我有多少行多少列，有哪些不同类型的图案，图案总数是多少",
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Screenshot: screenshot,
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Size: size,
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OutputSchema: GameInfo{},
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}
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result1, err := querier.Query(context.Background(), opts)
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assert.NoError(t, err)
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gameInfo, ok := result1.Data.(*GameInfo)
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assert.True(t, ok)
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jsonData1, _ := json.Marshal(gameInfo)
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fmt.Printf("modelType: %v, gameInfo: %s\n", modelType, string(jsonData1))
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opts2 := &QueryOptions{
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Query: `Analyze this game interface and provide structured information about:
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1. The type of game
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2. Grid dimensions (rows and columns)
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3. All game elements with their positions and types
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4. Statistics about element distribution`,
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Screenshot: screenshot,
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Size: size,
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OutputSchema: GameAnalysisResult{},
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}
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result2, err := querier.Query(context.Background(), opts2)
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assert.NoError(t, err)
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// Verify structured data
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gameAnalysisResult, ok := result2.Data.(*GameAnalysisResult)
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assert.True(t, ok)
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jsonData2, _ := json.Marshal(gameAnalysisResult)
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fmt.Printf("modelType: %v, gameAnalysisResult: %s\n", modelType, string(jsonData2))
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opts3 := &QueryOptions{
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Query: "给出第一个苹果的坐标",
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Screenshot: screenshot,
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Size: size,
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OutputSchema: BoundingBox{},
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}
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result3, err := querier.Query(context.Background(), opts3)
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assert.NoError(t, err)
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boxInfo, ok := result3.Data.(*BoundingBox)
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assert.True(t, ok)
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jsonData3, _ := json.Marshal(boxInfo)
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fmt.Printf("modelType: %v, thought: %v, boxInfo: %s\n",
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modelType, result3.Thought, string(jsonData3))
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})
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}
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}
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}
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// TestQueryFunctionality tests both basic and custom schema query functionality
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func TestQueryFunctionality(t *testing.T) {
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querier := setupTestQuerier(t)
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screenshot, size := loadTestImage(t, "testdata/llk_1.png")
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t.Run("BasicQuery", func(t *testing.T) {
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opts := &QueryOptions{
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Query: "这是一张连连看小游戏的界面，请分析游戏界面的基本信息",
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Screenshot: screenshot,
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Size: size,
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}
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result, err := querier.Query(context.Background(), opts)
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assert.NoError(t, err)
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assert.NotNil(t, result)
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assert.NotEmpty(t, result.Content)
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assert.NotEmpty(t, result.Thought)
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assert.Nil(t, result.Data) // Should be nil for standard query
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t.Logf("Basic Query Result: %s", result.Content)
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})
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t.Run("CustomSchemaQuery", func(t *testing.T) {
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opts := &QueryOptions{
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Query: "请分析这个连连看游戏界面，告诉我有多少行多少列，有哪些不同类型的图案",
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Screenshot: screenshot,
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Size: size,
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OutputSchema: GameInfo{},
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}
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result, err := querier.Query(context.Background(), opts)
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assert.NoError(t, err)
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// Verify structured data
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gameInfo, ok := result.Data.(*GameInfo)
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assert.True(t, ok)
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assert.NotNil(t, gameInfo)
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assert.NotEmpty(t, gameInfo.Content)
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assert.NotEmpty(t, gameInfo.Thought)
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assert.Equal(t, 4, gameInfo.Rows)
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assert.Equal(t, 3, gameInfo.Cols)
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assert.Equal(t, 5, gameInfo.TotalIcons)
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t.Logf("Custom Schema Query Result: %+v", gameInfo)
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})
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t.Run("ComprehensiveAnalysis", func(t *testing.T) {
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opts := &QueryOptions{
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Query: `Analyze this game interface and provide structured information about:
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1. The type of game
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2. Grid dimensions (rows and columns)
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3. All game elements with their positions and types
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4. Statistics about element distribution`,
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Screenshot: screenshot,
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Size: size,
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OutputSchema: GameAnalysisResult{},
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}
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result, err := querier.Query(context.Background(), opts)
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assert.NoError(t, err)
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// Verify structured data
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gameAnalysisResult, ok := result.Data.(*GameAnalysisResult)
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assert.True(t, ok)
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assert.NotNil(t, gameAnalysisResult)
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assert.NotEmpty(t, gameAnalysisResult.Content)
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assert.NotEmpty(t, gameAnalysisResult.Thought)
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assert.NotEmpty(t, gameAnalysisResult.GameType)
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assert.Equal(t, 4, gameAnalysisResult.Dimensions.Rows)
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assert.Equal(t, 3, gameAnalysisResult.Dimensions.Cols)
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assert.Equal(t, 12, len(gameAnalysisResult.Elements))
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t.Logf("Comprehensive Analysis Result: %+v", result.Data)
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})
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}
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// TestQueryWithDifferentPrompts tests various types of queries on the same screenshot
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func TestQueryWithDifferentPrompts(t *testing.T) {
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querier := setupTestQuerier(t)
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screenshot, size := loadTestImage(t, "testdata/llk_1.png")
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queries := []string{
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"请描述这张图片中的内容",
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"这个游戏界面有多少行多少列？",
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"请识别图片中所有不同类型的图案",
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"请找出可以消除的图案对",
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}
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for i, query := range queries {
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t.Run(fmt.Sprintf("Query_%d", i+1), func(t *testing.T) {
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opts := &QueryOptions{
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Query: query,
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Screenshot: screenshot,
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Size: size,
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}
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result, err := querier.Query(context.Background(), opts)
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assert.NoError(t, err)
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assert.NotNil(t, result)
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assert.NotEmpty(t, result.Content)
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assert.NotEmpty(t, result.Thought)
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t.Logf("Query %d: %s", i+1, query)
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t.Logf("Answer: %s", result.Content)
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})
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}
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}
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// TestTypeConversionAndAssertion tests data type conversion and assertion functionality
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func TestTypeConversionAndAssertion(t *testing.T) {
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// Test data structure
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type TestSchema struct {
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Content string `json:"content"`
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Thought string `json:"thought"`
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Count int `json:"count"`
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Items []string `json:"items"`
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}
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t.Run("ConvertQueryResultData", func(t *testing.T) {
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// Create a QueryResult with structured data
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testData := &TestSchema{
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Content: "Test content",
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Thought: "Test thought",
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Count: 5,
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Items: []string{"item1", "item2", "item3"},
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}
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result := &QueryResult{
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Content: "Test content",
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Thought: "Test thought",
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Data: testData,
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}
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// Test type conversion
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converted, err := ConvertQueryResultData[TestSchema](result)
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assert.NoError(t, err)
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assert.NotNil(t, converted)
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assert.Equal(t, "Test content", converted.Content)
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assert.Equal(t, "Test thought", converted.Thought)
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assert.Equal(t, 5, converted.Count)
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assert.Equal(t, []string{"item1", "item2", "item3"}, converted.Items)
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})
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t.Run("AutoTypeConversion", func(t *testing.T) {
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// Simulate a JSON response from the model
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jsonResponse := `{
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"content": "Test content from model",
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"thought": "Test reasoning process",
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"count": 42,
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"items": ["apple", "banana", "cherry"]
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}`
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// Test the parseCustomSchemaResult function directly
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result, err := parseCustomSchemaResult(jsonResponse, TestSchema{})
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assert.NoError(t, err)
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assert.NotNil(t, result)
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assert.NotNil(t, result.Data)
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// Verify that Data is automatically converted to the correct type
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typedData, ok := result.Data.(*TestSchema)
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assert.True(t, ok, "Data should be automatically converted to *TestSchema")
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assert.NotNil(t, typedData)
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// Verify the content
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assert.Equal(t, "Test content from model", typedData.Content)
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assert.Equal(t, "Test reasoning process", typedData.Thought)
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assert.Equal(t, 42, typedData.Count)
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assert.Equal(t, []string{"apple", "banana", "cherry"}, typedData.Items)
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// Verify that QueryResult fields are also populated
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assert.Equal(t, "Test content from model", result.Content)
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assert.Equal(t, "Test reasoning process", result.Thought)
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})
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t.Run("DirectTypeAssertion", func(t *testing.T) {
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// Simulate a JSON response
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jsonResponse := `{
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"content": "Game analysis complete",
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"thought": "Analyzed the game grid structure",
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"count": 100,
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"items": ["apple", "banana", "cherry", "grape"]
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}`
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// Test the parseCustomSchemaResult function
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result, err := parseCustomSchemaResult(jsonResponse, TestSchema{})
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assert.NoError(t, err)
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assert.NotNil(t, result)
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assert.NotNil(t, result.Data)
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// Users can now directly use type assertion
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if testData, ok := result.Data.(*TestSchema); ok {
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assert.Equal(t, "Game analysis complete", testData.Content)
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assert.Equal(t, "Analyzed the game grid structure", testData.Thought)
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assert.Equal(t, 100, testData.Count)
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assert.Equal(t, []string{"apple", "banana", "cherry", "grape"}, testData.Items)
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} else {
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t.Fatalf("Type assertion failed, Data type: %T", result.Data)
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}
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})
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}
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