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lean_ctx/core/
pipeline.rs

1use std::collections::HashMap;
2
3#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash)]
4pub enum LayerKind {
5    Input,
6    Intent,
7    Relevance,
8    Compression,
9    Translation,
10    Delivery,
11}
12
13impl LayerKind {
14    pub fn as_str(&self) -> &'static str {
15        match self {
16            Self::Input => "input",
17            Self::Intent => "intent",
18            Self::Relevance => "relevance",
19            Self::Compression => "compression",
20            Self::Translation => "translation",
21            Self::Delivery => "delivery",
22        }
23    }
24
25    pub fn all() -> &'static [LayerKind] {
26        &[
27            Self::Input,
28            Self::Intent,
29            Self::Relevance,
30            Self::Compression,
31            Self::Translation,
32            Self::Delivery,
33        ]
34    }
35}
36
37impl std::fmt::Display for LayerKind {
38    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
39        write!(f, "{}", self.as_str())
40    }
41}
42
43#[derive(Debug, Clone)]
44pub struct LayerInput {
45    pub content: String,
46    pub tokens: usize,
47    pub metadata: HashMap<String, String>,
48}
49
50#[derive(Debug, Clone)]
51pub struct LayerOutput {
52    pub content: String,
53    pub tokens: usize,
54    pub metadata: HashMap<String, String>,
55}
56
57#[derive(Debug, Clone)]
58pub struct LayerMetrics {
59    pub layer: LayerKind,
60    pub input_tokens: usize,
61    pub output_tokens: usize,
62    pub duration_us: u64,
63    pub compression_ratio: f64,
64}
65
66impl LayerMetrics {
67    pub fn new(
68        layer: LayerKind,
69        input_tokens: usize,
70        output_tokens: usize,
71        duration_us: u64,
72    ) -> Self {
73        let ratio = if input_tokens == 0 {
74            1.0
75        } else {
76            output_tokens as f64 / input_tokens as f64
77        };
78        Self {
79            layer,
80            input_tokens,
81            output_tokens,
82            duration_us,
83            compression_ratio: ratio,
84        }
85    }
86}
87
88pub trait Layer {
89    fn kind(&self) -> LayerKind;
90    fn process(&self, input: LayerInput) -> LayerOutput;
91}
92
93pub struct Pipeline {
94    layers: Vec<Box<dyn Layer>>,
95}
96
97impl Pipeline {
98    pub fn new() -> Self {
99        Self { layers: Vec::new() }
100    }
101
102    pub fn add_layer(mut self, layer: Box<dyn Layer>) -> Self {
103        self.layers.push(layer);
104        self
105    }
106
107    pub fn execute(&self, input: LayerInput) -> (LayerOutput, Vec<LayerMetrics>) {
108        let mut current = input;
109        let mut metrics = Vec::new();
110
111        for layer in &self.layers {
112            let start = std::time::Instant::now();
113            let input_tokens = current.tokens;
114            let output = layer.process(current);
115            let duration = start.elapsed().as_micros() as u64;
116
117            metrics.push(LayerMetrics::new(
118                layer.kind(),
119                input_tokens,
120                output.tokens,
121                duration,
122            ));
123
124            current = LayerInput {
125                content: output.content,
126                tokens: output.tokens,
127                metadata: output.metadata,
128            };
129        }
130
131        let final_output = LayerOutput {
132            content: current.content,
133            tokens: current.tokens,
134            metadata: current.metadata,
135        };
136
137        (final_output, metrics)
138    }
139
140    pub fn format_metrics(metrics: &[LayerMetrics]) -> String {
141        let mut out = String::from("Pipeline Metrics:\n");
142        let mut total_saved = 0usize;
143        for m in metrics {
144            let saved = m.input_tokens.saturating_sub(m.output_tokens);
145            total_saved += saved;
146            out.push_str(&format!(
147                "  {} : {} -> {} tok ({:.0}%, {:.1}ms)\n",
148                m.layer,
149                m.input_tokens,
150                m.output_tokens,
151                m.compression_ratio * 100.0,
152                m.duration_us as f64 / 1000.0,
153            ));
154        }
155        if let (Some(first), Some(last)) = (metrics.first(), metrics.last()) {
156            let total_ratio = if first.input_tokens == 0 {
157                1.0
158            } else {
159                last.output_tokens as f64 / first.input_tokens as f64
160            };
161            out.push_str(&format!(
162                "  TOTAL: {} -> {} tok ({:.0}%, saved {})\n",
163                first.input_tokens,
164                last.output_tokens,
165                total_ratio * 100.0,
166                total_saved,
167            ));
168        }
169        out
170    }
171}
172
173#[derive(Debug, Clone, Default)]
174pub struct PipelineStats {
175    pub runs: usize,
176    pub per_layer: HashMap<LayerKind, AggregatedMetrics>,
177}
178
179#[derive(Debug, Clone, Default)]
180pub struct AggregatedMetrics {
181    pub total_input_tokens: usize,
182    pub total_output_tokens: usize,
183    pub total_duration_us: u64,
184    pub count: usize,
185}
186
187impl AggregatedMetrics {
188    pub fn avg_ratio(&self) -> f64 {
189        if self.total_input_tokens == 0 {
190            return 1.0;
191        }
192        self.total_output_tokens as f64 / self.total_input_tokens as f64
193    }
194
195    pub fn avg_duration_ms(&self) -> f64 {
196        if self.count == 0 {
197            return 0.0;
198        }
199        self.total_duration_us as f64 / self.count as f64 / 1000.0
200    }
201}
202
203impl PipelineStats {
204    pub fn record(&mut self, metrics: &[LayerMetrics]) {
205        self.runs += 1;
206        for m in metrics {
207            let agg = self.per_layer.entry(m.layer).or_default();
208            agg.total_input_tokens += m.input_tokens;
209            agg.total_output_tokens += m.output_tokens;
210            agg.total_duration_us += m.duration_us;
211            agg.count += 1;
212        }
213    }
214
215    pub fn total_tokens_saved(&self) -> usize {
216        self.per_layer
217            .values()
218            .map(|a| a.total_input_tokens.saturating_sub(a.total_output_tokens))
219            .sum()
220    }
221
222    pub fn format_summary(&self) -> String {
223        let mut out = format!("Pipeline Stats ({} runs):\n", self.runs);
224        for kind in LayerKind::all() {
225            if let Some(agg) = self.per_layer.get(kind) {
226                out.push_str(&format!(
227                    "  {}: avg {:.0}% ratio, {:.1}ms, {} invocations\n",
228                    kind,
229                    agg.avg_ratio() * 100.0,
230                    agg.avg_duration_ms(),
231                    agg.count,
232                ));
233            }
234        }
235        out.push_str(&format!("  SAVED: {} tokens\n", self.total_tokens_saved()));
236        out
237    }
238}
239
240impl Default for Pipeline {
241    fn default() -> Self {
242        Self::new()
243    }
244}
245
246#[cfg(test)]
247mod tests {
248    use super::*;
249
250    struct PassthroughLayer {
251        kind: LayerKind,
252    }
253
254    impl Layer for PassthroughLayer {
255        fn kind(&self) -> LayerKind {
256            self.kind
257        }
258
259        fn process(&self, input: LayerInput) -> LayerOutput {
260            LayerOutput {
261                content: input.content,
262                tokens: input.tokens,
263                metadata: input.metadata,
264            }
265        }
266    }
267
268    struct CompressionLayer {
269        ratio: f64,
270    }
271
272    impl Layer for CompressionLayer {
273        fn kind(&self) -> LayerKind {
274            LayerKind::Compression
275        }
276
277        fn process(&self, input: LayerInput) -> LayerOutput {
278            let new_tokens = (input.tokens as f64 * self.ratio) as usize;
279            let truncated = if input.content.len() > new_tokens * 4 {
280                input.content[..new_tokens * 4].to_string()
281            } else {
282                input.content
283            };
284            LayerOutput {
285                content: truncated,
286                tokens: new_tokens,
287                metadata: input.metadata,
288            }
289        }
290    }
291
292    #[test]
293    fn layer_kind_all_ordered() {
294        let all = LayerKind::all();
295        assert_eq!(all.len(), 6);
296        assert_eq!(all[0], LayerKind::Input);
297        assert_eq!(all[5], LayerKind::Delivery);
298    }
299
300    #[test]
301    fn passthrough_preserves_content() {
302        let layer = PassthroughLayer {
303            kind: LayerKind::Input,
304        };
305        let input = LayerInput {
306            content: "hello world".to_string(),
307            tokens: 2,
308            metadata: HashMap::new(),
309        };
310        let output = layer.process(input);
311        assert_eq!(output.content, "hello world");
312        assert_eq!(output.tokens, 2);
313    }
314
315    #[test]
316    fn compression_layer_reduces() {
317        let layer = CompressionLayer { ratio: 0.5 };
318        let input = LayerInput {
319            content: "a ".repeat(100),
320            tokens: 100,
321            metadata: HashMap::new(),
322        };
323        let output = layer.process(input);
324        assert_eq!(output.tokens, 50);
325    }
326
327    #[test]
328    fn pipeline_chains_layers() {
329        let pipeline = Pipeline::new()
330            .add_layer(Box::new(PassthroughLayer {
331                kind: LayerKind::Input,
332            }))
333            .add_layer(Box::new(CompressionLayer { ratio: 0.5 }))
334            .add_layer(Box::new(PassthroughLayer {
335                kind: LayerKind::Delivery,
336            }));
337
338        let input = LayerInput {
339            content: "a ".repeat(100),
340            tokens: 100,
341            metadata: HashMap::new(),
342        };
343        let (output, metrics) = pipeline.execute(input);
344        assert_eq!(output.tokens, 50);
345        assert_eq!(metrics.len(), 3);
346        assert_eq!(metrics[0].layer, LayerKind::Input);
347        assert_eq!(metrics[1].layer, LayerKind::Compression);
348        assert_eq!(metrics[2].layer, LayerKind::Delivery);
349    }
350
351    #[test]
352    fn metrics_new_calculates_ratio() {
353        let m = LayerMetrics::new(LayerKind::Compression, 100, 50, 1000);
354        assert!((m.compression_ratio - 0.5).abs() < f64::EPSILON);
355    }
356
357    #[test]
358    fn metrics_format_readable() {
359        let metrics = vec![
360            LayerMetrics::new(LayerKind::Input, 1000, 1000, 100),
361            LayerMetrics::new(LayerKind::Compression, 1000, 300, 5000),
362            LayerMetrics::new(LayerKind::Delivery, 300, 300, 50),
363        ];
364        let formatted = Pipeline::format_metrics(&metrics);
365        assert!(formatted.contains("input"));
366        assert!(formatted.contains("compression"));
367        assert!(formatted.contains("delivery"));
368        assert!(formatted.contains("TOTAL"));
369    }
370
371    #[test]
372    fn empty_pipeline_passes_through() {
373        let pipeline = Pipeline::new();
374        let input = LayerInput {
375            content: "test".to_string(),
376            tokens: 1,
377            metadata: HashMap::new(),
378        };
379        let (output, metrics) = pipeline.execute(input);
380        assert_eq!(output.content, "test");
381        assert!(metrics.is_empty());
382    }
383
384    #[test]
385    fn pipeline_stats_record_and_summarize() {
386        let mut stats = PipelineStats::default();
387        let metrics = vec![
388            LayerMetrics::new(LayerKind::Input, 1000, 1000, 100),
389            LayerMetrics::new(LayerKind::Compression, 1000, 300, 5000),
390            LayerMetrics::new(LayerKind::Delivery, 300, 300, 50),
391        ];
392        stats.record(&metrics);
393        stats.record(&metrics);
394
395        assert_eq!(stats.runs, 2);
396        assert_eq!(stats.total_tokens_saved(), 1400);
397
398        let agg = stats.per_layer.get(&LayerKind::Compression).unwrap();
399        assert_eq!(agg.count, 2);
400        assert_eq!(agg.total_input_tokens, 2000);
401        assert_eq!(agg.total_output_tokens, 600);
402
403        let summary = stats.format_summary();
404        assert!(summary.contains("2 runs"));
405        assert!(summary.contains("SAVED: 1400"));
406    }
407
408    #[test]
409    fn aggregated_metrics_avg() {
410        let mut agg = AggregatedMetrics::default();
411        agg.total_input_tokens = 1000;
412        agg.total_output_tokens = 500;
413        agg.total_duration_us = 10000;
414        agg.count = 2;
415        assert!((agg.avg_ratio() - 0.5).abs() < f64::EPSILON);
416        assert!((agg.avg_duration_ms() - 5.0).abs() < f64::EPSILON);
417    }
418}