//! Pythonic Parser Integration Tests //! //! Tests for the Pythonic parser which handles Python function call syntax use serde_json::json; use sglang_router_rs::tool_parser::{PythonicParser, ToolParser}; #[tokio::test] async fn test_pythonic_single_function() { let parser = PythonicParser::new(); let input = r#"[get_weather(city="London", units="celsius")]"#; let result = parser.parse_complete(input).await.unwrap(); assert_eq!(result.len(), 1); assert_eq!(result[0].function.name, "get_weather"); let args: serde_json::Value = serde_json::from_str(&result[0].function.arguments).unwrap(); assert_eq!(args["city"], "London"); assert_eq!(args["units"], "celsius"); } #[tokio::test] async fn test_pythonic_multiple_functions() { let parser = PythonicParser::new(); let input = r#"[search_web(query="Rust programming", max_results=5), get_time(timezone="UTC")]"#; let result = parser.parse_complete(input).await.unwrap(); assert_eq!(result.len(), 2); assert_eq!(result[0].function.name, "search_web"); assert_eq!(result[1].function.name, "get_time"); let args0: serde_json::Value = serde_json::from_str(&result[0].function.arguments).unwrap(); assert_eq!(args0["query"], "Rust programming"); assert_eq!(args0["max_results"], 5); } #[tokio::test] async fn test_pythonic_with_python_literals() { let parser = PythonicParser::new(); let input = r#"[configure(enabled=True, disabled=False, optional=None)]"#; let result = parser.parse_complete(input).await.unwrap(); assert_eq!(result.len(), 1); let args: serde_json::Value = serde_json::from_str(&result[0].function.arguments).unwrap(); assert_eq!(args["enabled"], true); assert_eq!(args["disabled"], false); assert_eq!(args["optional"], json!(null)); } #[tokio::test] async fn test_pythonic_with_lists_and_dicts() { let parser = PythonicParser::new(); let input = r#"[process_data(items=[1, 2, 3], config={"key": "value", "nested": {"deep": True}})]"#; let result = parser.parse_complete(input).await.unwrap(); assert_eq!(result.len(), 1); let args: serde_json::Value = serde_json::from_str(&result[0].function.arguments).unwrap(); assert_eq!(args["items"], json!([1, 2, 3])); assert_eq!(args["config"]["key"], "value"); assert_eq!(args["config"]["nested"]["deep"], true); } #[tokio::test] async fn test_pythonic_with_special_tokens() { let parser = PythonicParser::new(); // Llama 4 sometimes outputs these tokens let input = r#"<|python_start|>[calculate(x=10, y=20)]<|python_end|>"#; let result = parser.parse_complete(input).await.unwrap(); assert_eq!(result.len(), 1); assert_eq!(result[0].function.name, "calculate"); let args: serde_json::Value = serde_json::from_str(&result[0].function.arguments).unwrap(); assert_eq!(args["x"], 10); assert_eq!(args["y"], 20); } #[tokio::test] async fn test_pythonic_with_nested_parentheses() { let parser = PythonicParser::new(); let input = r#"[math_eval(expression="(2 + 3) * (4 - 1)", round_to=2)]"#; let result = parser.parse_complete(input).await.unwrap(); assert_eq!(result.len(), 1); let args: serde_json::Value = serde_json::from_str(&result[0].function.arguments).unwrap(); assert_eq!(args["expression"], "(2 + 3) * (4 - 1)"); assert_eq!(args["round_to"], 2); } #[tokio::test] async fn test_pythonic_with_escaped_quotes() { let parser = PythonicParser::new(); let input = r#"[echo(text="She said \"Hello\" to him")]"#; let result = parser.parse_complete(input).await.unwrap(); assert_eq!(result.len(), 1); let args: serde_json::Value = serde_json::from_str(&result[0].function.arguments).unwrap(); assert_eq!(args["text"], "She said \"Hello\" to him"); } #[tokio::test] async fn test_pythonic_empty_arguments() { let parser = PythonicParser::new(); let input = r#"[ping()]"#; let result = parser.parse_complete(input).await.unwrap(); assert_eq!(result.len(), 1); assert_eq!(result[0].function.name, "ping"); let args: serde_json::Value = serde_json::from_str(&result[0].function.arguments).unwrap(); assert_eq!(args, json!({})); } #[tokio::test] async fn test_pythonic_format_detection() { let parser = PythonicParser::new(); assert!(parser.detect_format("[function_name(")); assert!(parser.detect_format("[get_weather(city=\"NYC\")]")); assert!(!parser.detect_format("Just plain text")); assert!(!parser.detect_format("[1, 2, 3]")); // Plain list assert!(!parser.detect_format("{\"name\": \"test\"}")); // JSON } #[tokio::test] async fn test_pythonic_invalid_syntax() { let parser = PythonicParser::new(); // Missing closing bracket let input = r#"[function(arg=value"#; if let Ok(result) = parser.parse_complete(input).await { assert_eq!(result.len(), 0); } // Error is also acceptable for invalid syntax // Invalid Python syntax - empty parameter name // Note: The parser currently accepts this invalid syntax and returns a result // This is a known limitation of the current implementation let input = r#"[function(=value)]"#; if let Ok(result) = parser.parse_complete(input).await { // The parser incorrectly accepts this, returning 1 result // We'll accept this behavior for now but note it's not ideal assert!(result.len() <= 1, "Should parse at most one function"); } // Error would be the correct behavior } #[tokio::test] async fn test_pythonic_real_world_llama4() { let parser = PythonicParser::new(); // Actual output from Llama 4 model let input = r#"I'll help you with multiple tasks. Let me search for information and perform calculations. [web_search(query="latest Rust features", max_results=3, safe_search=True), calculate(expression="42 * 3.14159", precision=2), get_weather(city="San Francisco", units="fahrenheit", include_forecast=False)] These functions will provide the information you need."#; let result = parser.parse_complete(input).await.unwrap(); assert_eq!(result.len(), 3); assert_eq!(result[0].function.name, "web_search"); assert_eq!(result[1].function.name, "calculate"); assert_eq!(result[2].function.name, "get_weather"); let args0: serde_json::Value = serde_json::from_str(&result[0].function.arguments).unwrap(); assert_eq!(args0["query"], "latest Rust features"); assert_eq!(args0["safe_search"], true); } #[tokio::test] async fn test_pythonic_nested_brackets_in_lists() { let parser = PythonicParser::new(); // Test nested brackets within list arguments let input = r#"[process_matrix(data=[[1, 2], [3, 4]], labels=["row[0]", "row[1]"])]"#; let result = parser.parse_complete(input).await.unwrap(); assert_eq!(result.len(), 1); assert_eq!(result[0].function.name, "process_matrix"); let args: serde_json::Value = serde_json::from_str(&result[0].function.arguments).unwrap(); assert_eq!(args["data"], json!([[1, 2], [3, 4]])); assert_eq!(args["labels"], json!(["row[0]", "row[1]"])); } #[tokio::test] async fn test_pythonic_nested_brackets_in_dicts() { let parser = PythonicParser::new(); // Test nested brackets within dictionary arguments let input = r#"[analyze(config={"patterns": ["[a-z]+", "[0-9]+"], "nested": {"list": [1, [2, 3]]}})]"#; let result = parser.parse_complete(input).await.unwrap(); assert_eq!(result.len(), 1); assert_eq!(result[0].function.name, "analyze"); let args: serde_json::Value = serde_json::from_str(&result[0].function.arguments).unwrap(); assert_eq!(args["config"]["patterns"], json!(["[a-z]+", "[0-9]+"])); assert_eq!(args["config"]["nested"]["list"], json!([1, [2, 3]])); } #[tokio::test] async fn test_pythonic_mixed_quotes() { let parser = PythonicParser::new(); // Test mixed quote types in arguments let input = r#"[format_text(single='Hello', double="World", mixed="It's \"quoted\"")]"#; let result = parser.parse_complete(input).await.unwrap(); assert_eq!(result.len(), 1); assert_eq!(result[0].function.name, "format_text"); let args: serde_json::Value = serde_json::from_str(&result[0].function.arguments).unwrap(); assert_eq!(args["single"], "Hello"); assert_eq!(args["double"], "World"); assert_eq!(args["mixed"], "It's \"quoted\""); } #[tokio::test] async fn test_pythonic_complex_nesting() { let parser = PythonicParser::new(); // Test complex nested structures let input = r#"[transform( matrix=[[1, [2, 3]], [4, [5, [6, 7]]]], operations=[{"type": "scale", "factor": [2, 3]}, {"type": "rotate", "angle": 90}], metadata={"tags": ["nested[0]", "nested[1]"], "config": {"depth": [1, 2, 3]}} )]"#; let result = parser.parse_complete(input).await.unwrap(); assert_eq!(result.len(), 1); assert_eq!(result[0].function.name, "transform"); let args: serde_json::Value = serde_json::from_str(&result[0].function.arguments).unwrap(); assert!(args["matrix"].is_array()); assert!(args["operations"].is_array()); assert_eq!(args["operations"][0]["type"], "scale"); assert_eq!(args["metadata"]["config"]["depth"], json!([1, 2, 3])); }