Files
sglang/sgl-router/tests/chat_template_integration.rs

348 lines
10 KiB
Rust

use sglang_router_rs::protocols::spec;
use sglang_router_rs::tokenizer::chat_template::{
detect_chat_template_content_format, ChatTemplateContentFormat, ChatTemplateParams,
ChatTemplateProcessor,
};
#[test]
fn test_simple_chat_template() {
let template = r#"
{%- for message in messages %}
<|{{ message.role }}|>{{ message.content }}<|end|>
{% endfor -%}
{%- if add_generation_prompt %}
<|assistant|>
{%- endif %}
"#;
let processor = ChatTemplateProcessor::new(template.to_string());
let messages = [spec::ChatMessage::User {
role: "user".to_string(),
content: spec::UserMessageContent::Text("Test".to_string()),
name: None,
}];
// Convert to JSON values like the router does
let message_values: Vec<serde_json::Value> = messages
.iter()
.map(|msg| serde_json::to_value(msg).unwrap())
.collect();
let params = ChatTemplateParams {
add_generation_prompt: true,
..Default::default()
};
let result = processor
.apply_chat_template(&message_values, params)
.unwrap();
assert!(result.contains("<|user|>Test<|end|>"));
assert!(result.contains("<|assistant|>"));
}
#[test]
fn test_chat_template_with_tokens() {
// Template that uses template kwargs for tokens
let template = r#"
{%- if bos_token -%}{{ bos_token }}{%- endif -%}
{%- for message in messages -%}
{{ message.role }}: {{ message.content }}{%- if eos_token -%}{{ eos_token }}{%- endif -%}
{% endfor -%}
"#;
let processor = ChatTemplateProcessor::new(template.to_string());
let messages = [spec::ChatMessage::User {
role: "user".to_string(),
content: spec::UserMessageContent::Text("Test".to_string()),
name: None,
}];
// Convert to JSON values like the router does
let message_values: Vec<serde_json::Value> = messages
.iter()
.map(|msg| serde_json::to_value(msg).unwrap())
.collect();
// Use template_kwargs to pass tokens
let mut template_kwargs = std::collections::HashMap::new();
template_kwargs.insert(
"bos_token".to_string(),
serde_json::Value::String("<s>".to_string()),
);
template_kwargs.insert(
"eos_token".to_string(),
serde_json::Value::String("</s>".to_string()),
);
let params = ChatTemplateParams {
template_kwargs: Some(&template_kwargs),
..Default::default()
};
let result = processor
.apply_chat_template(&message_values, params)
.unwrap();
assert!(result.contains("<s>"));
assert!(result.contains("</s>"));
}
#[test]
fn test_llama_style_template() {
let template = r#"
{%- if messages[0]['role'] == 'system' -%}
{%- set system_message = messages[0]['content'] -%}
{%- set messages = messages[1:] -%}
{%- else -%}
{%- set system_message = '' -%}
{%- endif -%}
{{- bos_token if bos_token else '<|begin_of_text|>' }}
{%- if system_message %}
{{- '<|start_header_id|>system<|end_header_id|>\n\n' + system_message + '<|eot_id|>' }}
{%- endif %}
{%- for message in messages %}
{{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n' + message['content'] + '<|eot_id|>' }}
{%- endfor %}
{%- if add_generation_prompt %}
{{- '<|start_header_id|>assistant<|end_header_id|>\n\n' }}
{%- endif %}
"#;
let processor = ChatTemplateProcessor::new(template.to_string());
let messages = vec![
spec::ChatMessage::System {
role: "system".to_string(),
content: "You are a helpful assistant".to_string(),
name: None,
},
spec::ChatMessage::User {
role: "user".to_string(),
content: spec::UserMessageContent::Text("What is 2+2?".to_string()),
name: None,
},
];
// Convert to JSON values
let json_messages: Vec<serde_json::Value> = messages
.iter()
.map(|msg| serde_json::to_value(msg).unwrap())
.collect();
// Use template_kwargs to pass the token
let mut template_kwargs = std::collections::HashMap::new();
template_kwargs.insert(
"bos_token".to_string(),
serde_json::Value::String("<|begin_of_text|>".to_string()),
);
let params = ChatTemplateParams {
add_generation_prompt: true,
template_kwargs: Some(&template_kwargs),
..Default::default()
};
let result = processor
.apply_chat_template(&json_messages, params)
.unwrap();
// Check that the result contains expected markers
assert!(result.contains("<|begin_of_text|>"));
assert!(result.contains("<|start_header_id|>system<|end_header_id|>"));
assert!(result.contains("You are a helpful assistant"));
assert!(result.contains("<|start_header_id|>user<|end_header_id|>"));
assert!(result.contains("What is 2+2?"));
assert!(result.contains("<|start_header_id|>assistant<|end_header_id|>"));
}
#[test]
fn test_chatml_template() {
let template = r#"
{%- for message in messages %}
{{- '<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>\n' }}
{%- endfor %}
{%- if add_generation_prompt %}
{{- '<|im_start|>assistant\n' }}
{%- endif %}
"#;
let processor = ChatTemplateProcessor::new(template.to_string());
let messages = vec![
spec::ChatMessage::User {
role: "user".to_string(),
content: spec::UserMessageContent::Text("Hello".to_string()),
name: None,
},
spec::ChatMessage::Assistant {
role: "assistant".to_string(),
content: Some("Hi there!".to_string()),
name: None,
tool_calls: None,
reasoning_content: None,
},
spec::ChatMessage::User {
role: "user".to_string(),
content: spec::UserMessageContent::Text("How are you?".to_string()),
name: None,
},
];
// Convert to JSON values
let json_messages: Vec<serde_json::Value> = messages
.iter()
.map(|msg| serde_json::to_value(msg).unwrap())
.collect();
let result = processor
.apply_chat_template(
&json_messages,
ChatTemplateParams {
add_generation_prompt: true,
..Default::default()
},
)
.unwrap();
// Check ChatML format
assert!(result.contains("<|im_start|>user\nHello<|im_end|>"));
assert!(result.contains("<|im_start|>assistant\nHi there!<|im_end|>"));
assert!(result.contains("<|im_start|>user\nHow are you?<|im_end|>"));
assert!(result.ends_with("<|im_start|>assistant\n"));
}
#[test]
fn test_template_without_generation_prompt() {
let template = r#"
{%- for message in messages -%}
{{ message.role }}: {{ message.content }}
{% endfor -%}
{%- if add_generation_prompt -%}
assistant:
{%- endif -%}
"#;
let processor = ChatTemplateProcessor::new(template.to_string());
let messages = [spec::ChatMessage::User {
role: "user".to_string(),
content: spec::UserMessageContent::Text("Test".to_string()),
name: None,
}];
// Convert to JSON values
let json_messages: Vec<serde_json::Value> = messages
.iter()
.map(|msg| serde_json::to_value(msg).unwrap())
.collect();
let result = processor
.apply_chat_template(&json_messages, ChatTemplateParams::default())
.unwrap();
assert_eq!(result.trim(), "user: Test");
let result_with_prompt = processor
.apply_chat_template(
&json_messages,
ChatTemplateParams {
add_generation_prompt: true,
..Default::default()
},
)
.unwrap();
assert!(result_with_prompt.contains("assistant:"));
}
#[test]
fn test_empty_messages_template() {
let template = r#"{% for msg in messages %}{{ msg.role }}: {{ msg.content }}\n{% endfor %}"#;
let processor = ChatTemplateProcessor::new(template.to_string());
let messages: Vec<serde_json::Value> = vec![];
let result = processor
.apply_chat_template(&messages, ChatTemplateParams::default())
.unwrap();
assert_eq!(result, "");
}
#[test]
fn test_content_format_detection() {
let string_template = r#"
{%- for message in messages -%}
{{ message.role }}: {{ message.content }}
{%- endfor -%}
"#;
assert_eq!(
detect_chat_template_content_format(string_template),
ChatTemplateContentFormat::String
);
let openai_template = r#"
{%- for message in messages -%}
{%- for content in message.content -%}
{{ content.type }}: {{ content.text }}
{%- endfor -%}
{%- endfor -%}
"#;
assert_eq!(
detect_chat_template_content_format(openai_template),
ChatTemplateContentFormat::OpenAI
);
}
#[test]
fn test_template_with_multimodal_content() {
let template = r#"
{%- for message in messages %}
{{ message.role }}:
{%- if message.content is string %}
{{ message.content }}
{%- else %}
{%- for part in message.content %}
{%- if part.type == "text" %}
{{ part.text }}
{%- elif part.type == "image_url" %}
[IMAGE]
{%- endif %}
{%- endfor %}
{%- endif %}
{% endfor %}
"#;
let processor = ChatTemplateProcessor::new(template.to_string());
let messages = [spec::ChatMessage::User {
role: "user".to_string(),
content: spec::UserMessageContent::Parts(vec![
spec::ContentPart::Text {
text: "Look at this:".to_string(),
},
spec::ContentPart::ImageUrl {
image_url: spec::ImageUrl {
url: "https://example.com/image.jpg".to_string(),
detail: None,
},
},
]),
name: None,
}];
// Convert to JSON values
let json_messages: Vec<serde_json::Value> = messages
.iter()
.map(|msg| serde_json::to_value(msg).unwrap())
.collect();
let result = processor
.apply_chat_template(&json_messages, ChatTemplateParams::default())
.unwrap();
// Should contain both text and image parts
assert!(result.contains("user:"));
assert!(result.contains("Look at this:"));
assert!(result.contains("[IMAGE]"));
}