|
| 1 | +package tools_test |
| 2 | + |
| 3 | +import ( |
| 4 | + "encoding/json" |
| 5 | + "os" |
| 6 | + "path/filepath" |
| 7 | + "testing" |
| 8 | + |
| 9 | + "github.com/openai/openai-go" |
| 10 | + "github.com/openai/openai-go/packages/param" |
| 11 | + candle_binding "github.com/vllm-project/semantic-router/candle-binding" |
| 12 | + "github.com/vllm-project/semantic-router/src/semantic-router/pkg/tools" |
| 13 | + |
| 14 | + . "github.com/onsi/ginkgo/v2" |
| 15 | + . "github.com/onsi/gomega" |
| 16 | +) |
| 17 | + |
| 18 | +func TestTools(t *testing.T) { |
| 19 | + RegisterFailHandler(Fail) |
| 20 | + RunSpecs(t, "Tools Suite") |
| 21 | +} |
| 22 | + |
| 23 | +var _ = BeforeSuite(func() { |
| 24 | + // Initialize BERT model once for all cache tests (Linux only) |
| 25 | + err := candle_binding.InitModel("sentence-transformers/all-MiniLM-L6-v2", true) |
| 26 | + Expect(err).NotTo(HaveOccurred()) |
| 27 | +}) |
| 28 | + |
| 29 | +var _ = Describe("ToolsDatabase", func() { |
| 30 | + Describe("NewToolsDatabase", func() { |
| 31 | + It("should create enabled and disabled databases", func() { |
| 32 | + db := tools.NewToolsDatabase(tools.ToolsDatabaseOptions{ |
| 33 | + SimilarityThreshold: 0.8, |
| 34 | + Enabled: true, |
| 35 | + }) |
| 36 | + Expect(db).NotTo(BeNil()) |
| 37 | + Expect(db.IsEnabled()).To(BeTrue()) |
| 38 | + |
| 39 | + db2 := tools.NewToolsDatabase(tools.ToolsDatabaseOptions{ |
| 40 | + SimilarityThreshold: 0.8, |
| 41 | + Enabled: false, |
| 42 | + }) |
| 43 | + Expect(db2).NotTo(BeNil()) |
| 44 | + Expect(db2.IsEnabled()).To(BeFalse()) |
| 45 | + }) |
| 46 | + }) |
| 47 | + |
| 48 | + Describe("LoadToolsFromFile", func() { |
| 49 | + var ( |
| 50 | + tempDir string |
| 51 | + toolFilePath string |
| 52 | + ) |
| 53 | + |
| 54 | + BeforeEach(func() { |
| 55 | + var err error |
| 56 | + tempDir, err = os.MkdirTemp("", "tools_test") |
| 57 | + Expect(err).NotTo(HaveOccurred()) |
| 58 | + |
| 59 | + toolFilePath = filepath.Join(tempDir, "tools.json") |
| 60 | + toolsData := []tools.ToolEntry{ |
| 61 | + { |
| 62 | + Tool: openai.ChatCompletionToolParam{ |
| 63 | + Type: "function", |
| 64 | + Function: openai.FunctionDefinitionParam{ |
| 65 | + Name: "weather", |
| 66 | + Description: param.NewOpt("Get weather info"), |
| 67 | + }, |
| 68 | + }, |
| 69 | + Description: "Get weather info", |
| 70 | + Tags: []string{"weather", "info"}, |
| 71 | + Category: "utility", |
| 72 | + }, |
| 73 | + { |
| 74 | + Tool: openai.ChatCompletionToolParam{ |
| 75 | + Type: "function", |
| 76 | + Function: openai.FunctionDefinitionParam{ |
| 77 | + Name: "news", |
| 78 | + Description: param.NewOpt("Get latest news"), |
| 79 | + }, |
| 80 | + }, |
| 81 | + Description: "Get latest news", |
| 82 | + Tags: []string{"news"}, |
| 83 | + Category: "information", |
| 84 | + }, |
| 85 | + } |
| 86 | + data, err := json.Marshal(toolsData) |
| 87 | + Expect(err).NotTo(HaveOccurred()) |
| 88 | + err = os.WriteFile(toolFilePath, data, 0o644) |
| 89 | + Expect(err).NotTo(HaveOccurred()) |
| 90 | + }) |
| 91 | + |
| 92 | + AfterEach(func() { |
| 93 | + os.RemoveAll(tempDir) |
| 94 | + }) |
| 95 | + |
| 96 | + It("should load tools from file when enabled", func() { |
| 97 | + db := tools.NewToolsDatabase(tools.ToolsDatabaseOptions{ |
| 98 | + SimilarityThreshold: 0.7, |
| 99 | + Enabled: true, |
| 100 | + }) |
| 101 | + err := db.LoadToolsFromFile(toolFilePath) |
| 102 | + Expect(err).NotTo(HaveOccurred()) |
| 103 | + Expect(db.GetToolCount()).To(Equal(2)) |
| 104 | + toolsList := db.GetAllTools() |
| 105 | + Expect(toolsList).To(HaveLen(2)) |
| 106 | + Expect(toolsList[0].Function.Name).To(Equal("weather")) |
| 107 | + Expect(toolsList[1].Function.Name).To(Equal("news")) |
| 108 | + }) |
| 109 | + |
| 110 | + It("should do nothing if disabled", func() { |
| 111 | + db := tools.NewToolsDatabase(tools.ToolsDatabaseOptions{ |
| 112 | + SimilarityThreshold: 0.7, |
| 113 | + Enabled: false, |
| 114 | + }) |
| 115 | + err := db.LoadToolsFromFile(toolFilePath) |
| 116 | + Expect(err).NotTo(HaveOccurred()) |
| 117 | + Expect(db.GetToolCount()).To(Equal(0)) |
| 118 | + }) |
| 119 | + |
| 120 | + It("should return error if file does not exist", func() { |
| 121 | + db := tools.NewToolsDatabase(tools.ToolsDatabaseOptions{ |
| 122 | + SimilarityThreshold: 0.7, |
| 123 | + Enabled: true, |
| 124 | + }) |
| 125 | + err := db.LoadToolsFromFile("/nonexistent/tools.json") |
| 126 | + Expect(err).To(HaveOccurred()) |
| 127 | + Expect(err.Error()).To(ContainSubstring("failed to read tools file")) |
| 128 | + }) |
| 129 | + |
| 130 | + It("should return error if file is invalid JSON", func() { |
| 131 | + badFile := filepath.Join(tempDir, "bad.json") |
| 132 | + Expect(os.WriteFile(badFile, []byte("{invalid json"), 0o644)).To(Succeed()) |
| 133 | + db := tools.NewToolsDatabase(tools.ToolsDatabaseOptions{ |
| 134 | + SimilarityThreshold: 0.7, |
| 135 | + Enabled: true, |
| 136 | + }) |
| 137 | + err := db.LoadToolsFromFile(badFile) |
| 138 | + Expect(err).To(HaveOccurred()) |
| 139 | + Expect(err.Error()).To(ContainSubstring("failed to parse tools JSON")) |
| 140 | + }) |
| 141 | + }) |
| 142 | + |
| 143 | + Describe("AddTool", func() { |
| 144 | + It("should add tool when enabled", func() { |
| 145 | + db := tools.NewToolsDatabase(tools.ToolsDatabaseOptions{ |
| 146 | + SimilarityThreshold: 0.8, |
| 147 | + Enabled: true, |
| 148 | + }) |
| 149 | + tool := openai.ChatCompletionToolParam{ |
| 150 | + Type: "function", |
| 151 | + Function: openai.FunctionDefinitionParam{ |
| 152 | + Name: "calculator", |
| 153 | + Description: param.NewOpt("Simple calculator"), |
| 154 | + }, |
| 155 | + } |
| 156 | + err := db.AddTool(tool, "Simple calculator", "utility", []string{"math"}) |
| 157 | + Expect(err).NotTo(HaveOccurred()) |
| 158 | + Expect(db.GetToolCount()).To(Equal(1)) |
| 159 | + allTools := db.GetAllTools() |
| 160 | + Expect(allTools[0].Function.Name).To(Equal("calculator")) |
| 161 | + }) |
| 162 | + |
| 163 | + It("should do nothing if disabled", func() { |
| 164 | + db := tools.NewToolsDatabase(tools.ToolsDatabaseOptions{ |
| 165 | + SimilarityThreshold: 0.8, |
| 166 | + Enabled: false, |
| 167 | + }) |
| 168 | + tool := openai.ChatCompletionToolParam{ |
| 169 | + Type: "function", |
| 170 | + Function: openai.FunctionDefinitionParam{ |
| 171 | + Name: "calculator", |
| 172 | + Description: param.NewOpt("Simple calculator"), |
| 173 | + }, |
| 174 | + } |
| 175 | + err := db.AddTool(tool, "Simple calculator", "utility", []string{"math"}) |
| 176 | + Expect(err).NotTo(HaveOccurred()) |
| 177 | + Expect(db.GetToolCount()).To(Equal(0)) |
| 178 | + }) |
| 179 | + }) |
| 180 | + |
| 181 | + Describe("FindSimilarTools", func() { |
| 182 | + var db *tools.ToolsDatabase |
| 183 | + |
| 184 | + BeforeEach(func() { |
| 185 | + db = tools.NewToolsDatabase(tools.ToolsDatabaseOptions{ |
| 186 | + SimilarityThreshold: 0.7, |
| 187 | + Enabled: true, |
| 188 | + }) |
| 189 | + _ = db.AddTool(openai.ChatCompletionToolParam{ |
| 190 | + Type: "function", |
| 191 | + Function: openai.FunctionDefinitionParam{ |
| 192 | + Name: "weather", |
| 193 | + Description: param.NewOpt("Get weather info"), |
| 194 | + }, |
| 195 | + }, "Get weather info", "utility", []string{"weather", "info"}) |
| 196 | + _ = db.AddTool(openai.ChatCompletionToolParam{ |
| 197 | + Type: "function", |
| 198 | + Function: openai.FunctionDefinitionParam{ |
| 199 | + Name: "news", |
| 200 | + Description: param.NewOpt("Get latest news"), |
| 201 | + }, |
| 202 | + }, "Get latest news", "information", []string{"news"}) |
| 203 | + _ = db.AddTool(openai.ChatCompletionToolParam{ |
| 204 | + Type: "function", |
| 205 | + Function: openai.FunctionDefinitionParam{ |
| 206 | + Name: "calculator", |
| 207 | + Description: param.NewOpt("Simple calculator"), |
| 208 | + }, |
| 209 | + }, "Simple calculator", "utility", []string{"math"}) |
| 210 | + }) |
| 211 | + |
| 212 | + It("should find similar tools for a relevant query", func() { |
| 213 | + results, err := db.FindSimilarTools("weather", 2) |
| 214 | + Expect(err).NotTo(HaveOccurred()) |
| 215 | + Expect(results).NotTo(BeEmpty()) |
| 216 | + Expect(results[0].Function.Name).To(Equal("weather")) |
| 217 | + }) |
| 218 | + |
| 219 | + It("should return at most topK results", func() { |
| 220 | + results, err := db.FindSimilarTools("info", 1) |
| 221 | + Expect(err).NotTo(HaveOccurred()) |
| 222 | + Expect(len(results)).To(BeNumerically("<=", 1)) |
| 223 | + }) |
| 224 | + |
| 225 | + It("should return empty if disabled", func() { |
| 226 | + db2 := tools.NewToolsDatabase(tools.ToolsDatabaseOptions{ |
| 227 | + SimilarityThreshold: 0.7, |
| 228 | + Enabled: false, |
| 229 | + }) |
| 230 | + results, err := db2.FindSimilarTools("weather", 2) |
| 231 | + Expect(err).NotTo(HaveOccurred()) |
| 232 | + Expect(results).To(BeEmpty()) |
| 233 | + }) |
| 234 | + }) |
| 235 | + |
| 236 | + Describe("GetAllTools", func() { |
| 237 | + It("should return all tools when enabled", func() { |
| 238 | + db := tools.NewToolsDatabase(tools.ToolsDatabaseOptions{ |
| 239 | + SimilarityThreshold: 0.8, |
| 240 | + Enabled: true, |
| 241 | + }) |
| 242 | + _ = db.AddTool(openai.ChatCompletionToolParam{ |
| 243 | + Type: "function", |
| 244 | + Function: openai.FunctionDefinitionParam{ |
| 245 | + Name: "weather", |
| 246 | + Description: param.NewOpt("Get weather info"), |
| 247 | + }, |
| 248 | + }, "Get weather info", "utility", []string{"weather"}) |
| 249 | + _ = db.AddTool(openai.ChatCompletionToolParam{ |
| 250 | + Type: "function", |
| 251 | + Function: openai.FunctionDefinitionParam{ |
| 252 | + Name: "news", |
| 253 | + Description: param.NewOpt("Get latest news"), |
| 254 | + }, |
| 255 | + }, "Get latest news", "information", []string{"news"}) |
| 256 | + allTools := db.GetAllTools() |
| 257 | + Expect(allTools).To(HaveLen(2)) |
| 258 | + }) |
| 259 | + |
| 260 | + It("should return empty if disabled", func() { |
| 261 | + db := tools.NewToolsDatabase(tools.ToolsDatabaseOptions{ |
| 262 | + SimilarityThreshold: 0.8, |
| 263 | + Enabled: false, |
| 264 | + }) |
| 265 | + allTools := db.GetAllTools() |
| 266 | + Expect(allTools).To(BeEmpty()) |
| 267 | + }) |
| 268 | + }) |
| 269 | + |
| 270 | + Describe("GetToolCount", func() { |
| 271 | + It("should return correct count when enabled", func() { |
| 272 | + db := tools.NewToolsDatabase(tools.ToolsDatabaseOptions{ |
| 273 | + SimilarityThreshold: 0.8, |
| 274 | + Enabled: true, |
| 275 | + }) |
| 276 | + Expect(db.GetToolCount()).To(Equal(0)) |
| 277 | + _ = db.AddTool(openai.ChatCompletionToolParam{ |
| 278 | + Type: "function", |
| 279 | + Function: openai.FunctionDefinitionParam{ |
| 280 | + Name: "weather", |
| 281 | + Description: param.NewOpt("Get weather info"), |
| 282 | + }, |
| 283 | + }, "Get weather info", "utility", []string{"weather"}) |
| 284 | + Expect(db.GetToolCount()).To(Equal(1)) |
| 285 | + }) |
| 286 | + |
| 287 | + It("should return zero if disabled", func() { |
| 288 | + db := tools.NewToolsDatabase(tools.ToolsDatabaseOptions{ |
| 289 | + SimilarityThreshold: 0.8, |
| 290 | + Enabled: false, |
| 291 | + }) |
| 292 | + Expect(db.GetToolCount()).To(Equal(0)) |
| 293 | + }) |
| 294 | + }) |
| 295 | +}) |
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