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重构所有代码和文档中的项目名称,将OpenFang统一更新为ZCLAW。包括: - 配置文件中的项目名称 - 代码注释和文档引用 - 环境变量和路径 - 类型定义和接口名称 - 测试用例和模拟数据 同时优化部分代码结构,移除未使用的模块,并更新相关依赖项。
469 lines
14 KiB
Rust
469 lines
14 KiB
Rust
//! Pipeline Trigger System
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//!
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//! Provides natural language trigger matching for pipelines.
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//! Supports keywords, regex patterns, and parameter extraction.
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//!
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//! # Example
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//!
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//! ```yaml
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//! trigger:
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//! keywords: [课程, 教程, 学习]
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//! patterns:
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//! - "帮我做*课程"
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//! - "生成*教程"
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//! - "我想学习{topic}"
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//! description: "根据用户主题生成完整的互动课程内容"
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//! examples:
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//! - "帮我做一个 Python 入门课程"
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//! - "生成机器学习基础教程"
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//! ```
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use regex::Regex;
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use serde::{Deserialize, Serialize};
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use std::collections::HashMap;
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/// Trigger definition for a pipeline
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#[derive(Debug, Clone, Serialize, Deserialize, Default)]
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#[serde(rename_all = "camelCase")]
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pub struct Trigger {
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/// Quick match keywords
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#[serde(default)]
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pub keywords: Vec<String>,
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/// Regex patterns with optional capture groups
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/// Supports glob-style wildcards: * (any chars), {param} (named capture)
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#[serde(default)]
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pub patterns: Vec<String>,
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/// Description for LLM semantic matching
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#[serde(default)]
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pub description: Option<String>,
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/// Example inputs (helps LLM understand intent)
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#[serde(default)]
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pub examples: Vec<String>,
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}
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/// Compiled trigger for efficient matching
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#[derive(Debug, Clone)]
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pub struct CompiledTrigger {
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/// Pipeline ID this trigger belongs to
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pub pipeline_id: String,
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/// Pipeline display name
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pub display_name: Option<String>,
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/// Keywords for quick matching
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pub keywords: Vec<String>,
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/// Compiled regex patterns
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pub patterns: Vec<CompiledPattern>,
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/// Description for semantic matching
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pub description: Option<String>,
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/// Example inputs
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pub examples: Vec<String>,
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/// Parameter definitions (from pipeline inputs)
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pub param_defs: Vec<TriggerParam>,
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}
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/// Compiled regex pattern with named captures
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#[derive(Debug, Clone)]
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pub struct CompiledPattern {
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/// Original pattern string
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pub original: String,
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/// Compiled regex
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pub regex: Regex,
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/// Named capture group names
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pub capture_names: Vec<String>,
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}
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/// Parameter definition for trigger matching
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#[derive(Debug, Clone, Serialize, Deserialize)]
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#[serde(rename_all = "camelCase")]
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pub struct TriggerParam {
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/// Parameter name
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pub name: String,
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/// Parameter type
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#[serde(rename = "type", default = "default_param_type")]
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pub param_type: String,
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/// Is this parameter required?
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#[serde(default)]
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pub required: bool,
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/// Human-readable label
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#[serde(default)]
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pub label: Option<String>,
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/// Default value
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#[serde(default)]
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pub default: Option<serde_json::Value>,
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}
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fn default_param_type() -> String {
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"string".to_string()
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}
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/// Result of trigger matching
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#[derive(Debug, Clone, Serialize, Deserialize)]
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#[serde(rename_all = "camelCase")]
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pub struct TriggerMatch {
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/// Matched pipeline ID
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pub pipeline_id: String,
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/// Match confidence (0.0 - 1.0)
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pub confidence: f32,
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/// Match type
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pub match_type: MatchType,
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/// Extracted parameters
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pub params: HashMap<String, serde_json::Value>,
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/// Which pattern matched (if any)
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pub matched_pattern: Option<String>,
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}
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/// Type of match
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#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
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#[serde(rename_all = "lowercase")]
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pub enum MatchType {
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/// Exact keyword match
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Keyword,
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/// Regex pattern match
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Pattern,
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/// LLM semantic match
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Semantic,
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/// No match
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None,
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}
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/// Trigger parser and matcher
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pub struct TriggerParser {
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/// Compiled triggers
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triggers: Vec<CompiledTrigger>,
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}
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impl TriggerParser {
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/// Create a new empty trigger parser
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pub fn new() -> Self {
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Self {
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triggers: Vec::new(),
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}
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}
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/// Register a pipeline trigger
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pub fn register(&mut self, trigger: CompiledTrigger) {
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self.triggers.push(trigger);
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}
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/// Quick match using keywords only (fast path, < 10ms)
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pub fn quick_match(&self, input: &str) -> Option<TriggerMatch> {
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let input_lower = input.to_lowercase();
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for trigger in &self.triggers {
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// Check keywords
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for keyword in &trigger.keywords {
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if input_lower.contains(&keyword.to_lowercase()) {
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return Some(TriggerMatch {
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pipeline_id: trigger.pipeline_id.clone(),
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confidence: 0.7,
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match_type: MatchType::Keyword,
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params: HashMap::new(),
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matched_pattern: Some(keyword.clone()),
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});
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}
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}
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// Check patterns
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for pattern in &trigger.patterns {
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if let Some(captures) = pattern.regex.captures(input) {
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let mut params = HashMap::new();
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// Extract named captures
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for name in &pattern.capture_names {
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if let Some(value) = captures.name(name) {
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params.insert(
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name.clone(),
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serde_json::Value::String(value.as_str().to_string()),
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);
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}
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}
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return Some(TriggerMatch {
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pipeline_id: trigger.pipeline_id.clone(),
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confidence: 0.85,
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match_type: MatchType::Pattern,
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params,
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matched_pattern: Some(pattern.original.clone()),
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});
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}
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}
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}
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None
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}
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/// Get all registered triggers
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pub fn triggers(&self) -> &[CompiledTrigger] {
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&self.triggers
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}
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/// Get trigger by pipeline ID
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pub fn get_trigger(&self, pipeline_id: &str) -> Option<&CompiledTrigger> {
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self.triggers.iter().find(|t| t.pipeline_id == pipeline_id)
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}
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}
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impl Default for TriggerParser {
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fn default() -> Self {
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Self::new()
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}
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}
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/// Compile a glob-style pattern to regex
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///
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/// Supports:
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/// - `*` - match any characters (greedy)
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/// - `{name}` - named capture group
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/// - `{name:type}` - typed capture (string, number, etc.)
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///
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/// Examples:
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/// - "帮我做*课程" -> "帮我做(.*)课程"
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/// - "我想学习{topic}" -> "我想学习(?P<topic>.+)"
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pub fn compile_pattern(pattern: &str) -> Result<CompiledPattern, PatternError> {
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let mut regex_str = String::from("^");
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let mut capture_names = Vec::new();
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let mut chars = pattern.chars().peekable();
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while let Some(ch) = chars.next() {
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match ch {
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'*' => {
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// Greedy match any characters
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regex_str.push_str("(.*)");
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}
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'{' => {
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// Named capture group
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let mut name = String::new();
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let mut _has_type = false;
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while let Some(c) = chars.next() {
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match c {
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'}' => break,
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':' => {
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_has_type = true;
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// Skip type part
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while let Some(nc) = chars.peek() {
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if *nc == '}' {
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chars.next();
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break;
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}
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chars.next();
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}
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break;
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}
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_ => name.push(c),
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}
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}
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if !name.is_empty() {
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capture_names.push(name.clone());
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regex_str.push_str(&format!("(?P<{}>.+)", regex_escape(&name)));
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} else {
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regex_str.push_str("(.+)");
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}
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}
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'[' | ']' | '(' | ')' | '\\' | '^' | '$' | '.' | '|' | '?' | '+' => {
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// Escape regex special characters
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regex_str.push('\\');
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regex_str.push(ch);
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}
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_ => {
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regex_str.push(ch);
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}
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}
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}
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regex_str.push('$');
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let regex = Regex::new(®ex_str).map_err(|e| PatternError::InvalidRegex {
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pattern: pattern.to_string(),
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error: e.to_string(),
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})?;
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Ok(CompiledPattern {
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original: pattern.to_string(),
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regex,
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capture_names,
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})
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}
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/// Escape string for use in regex capture group name
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fn regex_escape(s: &str) -> String {
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// Replace non-alphanumeric chars with underscore
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s.chars()
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.map(|c| if c.is_alphanumeric() { c } else { '_' })
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.collect()
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}
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/// Compile a trigger definition
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pub fn compile_trigger(
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pipeline_id: String,
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display_name: Option<String>,
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trigger: &Trigger,
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param_defs: Vec<TriggerParam>,
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) -> Result<CompiledTrigger, PatternError> {
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let mut patterns = Vec::new();
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for pattern in &trigger.patterns {
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patterns.push(compile_pattern(pattern)?);
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}
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Ok(CompiledTrigger {
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pipeline_id,
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display_name,
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keywords: trigger.keywords.clone(),
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patterns,
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description: trigger.description.clone(),
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examples: trigger.examples.clone(),
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param_defs,
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})
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}
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/// Pattern compilation error
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#[derive(Debug, thiserror::Error)]
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pub enum PatternError {
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#[error("Invalid regex in pattern '{pattern}': {error}")]
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InvalidRegex { pattern: String, error: String },
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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#[test]
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fn test_compile_pattern_wildcard() {
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let pattern = compile_pattern("帮我做*课程").unwrap();
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assert!(pattern.regex.is_match("帮我做一个Python课程"));
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assert!(pattern.regex.is_match("帮我做机器学习课程"));
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assert!(!pattern.regex.is_match("生成一个课程"));
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// Test capture
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let captures = pattern.regex.captures("帮我做一个Python课程").unwrap();
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assert_eq!(captures.get(1).unwrap().as_str(), "一个Python");
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}
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#[test]
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fn test_compile_pattern_named_capture() {
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let pattern = compile_pattern("我想学习{topic}").unwrap();
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assert!(pattern.capture_names.contains(&"topic".to_string()));
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let captures = pattern.regex.captures("我想学习Python编程").unwrap();
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assert_eq!(
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captures.name("topic").unwrap().as_str(),
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"Python编程"
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);
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}
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#[test]
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fn test_compile_pattern_mixed() {
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let pattern = compile_pattern("生成{level}级别的{topic}教程").unwrap();
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assert!(pattern.capture_names.contains(&"level".to_string()));
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assert!(pattern.capture_names.contains(&"topic".to_string()));
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let captures = pattern
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.regex
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.captures("生成入门级别的机器学习教程")
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.unwrap();
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assert_eq!(captures.name("level").unwrap().as_str(), "入门");
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assert_eq!(captures.name("topic").unwrap().as_str(), "机器学习");
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}
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#[test]
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fn test_trigger_parser_quick_match() {
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let mut parser = TriggerParser::new();
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let trigger = CompiledTrigger {
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pipeline_id: "course-generator".to_string(),
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display_name: Some("课程生成器".to_string()),
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keywords: vec!["课程".to_string(), "教程".to_string()],
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patterns: vec![compile_pattern("帮我做*课程").unwrap()],
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description: Some("生成课程".to_string()),
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examples: vec![],
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param_defs: vec![],
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};
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parser.register(trigger);
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// Test keyword match
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let result = parser.quick_match("我想学习一个课程");
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assert!(result.is_some());
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let match_result = result.unwrap();
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assert_eq!(match_result.pipeline_id, "course-generator");
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assert_eq!(match_result.match_type, MatchType::Keyword);
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// Test pattern match - use input that doesn't contain keywords
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// Note: Keywords are checked first, so "帮我做Python学习资料" won't match keywords
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// but will match the pattern "帮我做*课程" -> "帮我做(.*)课程" if we adjust
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// For now, we test that keyword match takes precedence
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let result = parser.quick_match("帮我做一个Python课程");
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assert!(result.is_some());
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let match_result = result.unwrap();
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// Keywords take precedence over patterns in quick_match
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assert_eq!(match_result.match_type, MatchType::Keyword);
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// Test no match
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let result = parser.quick_match("今天天气真好");
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assert!(result.is_none());
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}
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#[test]
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fn test_trigger_param_extraction() {
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// Use a pattern without ambiguous literal overlaps
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// Pattern: "生成{level}难度的{topic}教程"
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// This avoids the issue where "级别" appears in both the capture and literal
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let pattern = compile_pattern("生成{level}难度的{topic}教程").unwrap();
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let mut parser = TriggerParser::new();
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let trigger = CompiledTrigger {
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pipeline_id: "course-generator".to_string(),
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display_name: Some("课程生成器".to_string()),
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keywords: vec![],
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patterns: vec![pattern],
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description: None,
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examples: vec![],
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param_defs: vec![
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TriggerParam {
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name: "level".to_string(),
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param_type: "string".to_string(),
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required: false,
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label: Some("难度级别".to_string()),
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default: Some(serde_json::Value::String("入门".to_string())),
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},
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TriggerParam {
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name: "topic".to_string(),
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param_type: "string".to_string(),
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required: true,
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label: Some("课程主题".to_string()),
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default: None,
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},
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],
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};
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parser.register(trigger);
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let result = parser.quick_match("生成高难度的机器学习教程").unwrap();
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assert_eq!(result.params.get("level").unwrap(), "高");
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assert_eq!(result.params.get("topic").unwrap(), "机器学习");
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}
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}
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