llm-optimizer-integrations 0.1.0

External service integrations (GitHub, Slack, Jira, Anthropic)
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
//! Anthropic Claude API streaming support
//!
//! Handles Server-Sent Events (SSE) streaming from Claude API.

use super::types::*;
use anyhow::{anyhow, Context, Result};
use futures::stream::{Stream, StreamExt};
use reqwest::header::{HeaderMap, HeaderValue, CONTENT_TYPE};
use std::pin::Pin;
use std::sync::Arc;
use tokio::sync::RwLock;
use tracing::{debug, error, info, warn};

/// Stream handler for Claude API streaming responses
pub struct StreamHandler {
    /// Configuration
    config: Arc<RwLock<AnthropicConfig>>,
    /// HTTP client
    client: reqwest::Client,
    /// Cost tracker
    cost_tracker: Arc<RwLock<CostTracker>>,
}

impl StreamHandler {
    /// Create a new stream handler
    ///
    /// # Arguments
    ///
    /// * `config` - API configuration
    /// * `client` - HTTP client to use
    /// * `cost_tracker` - Cost tracker to update
    pub fn new(
        config: Arc<RwLock<AnthropicConfig>>,
        client: reqwest::Client,
        cost_tracker: Arc<RwLock<CostTracker>>,
    ) -> Self {
        Self {
            config,
            client,
            cost_tracker,
        }
    }

    /// Send a streaming message request
    ///
    /// # Arguments
    ///
    /// * `request` - Message request with stream=true
    ///
    /// # Returns
    ///
    /// Returns a stream of events
    pub async fn stream_message(
        &self,
        mut request: MessageRequest,
    ) -> Result<Pin<Box<dyn Stream<Item = Result<StreamEvent>> + Send>>> {
        // Ensure streaming is enabled
        request.stream = true;

        let config = self.config.read().await;
        let url = format!("{}/v1/messages", config.base_url);

        let headers = self.build_headers(&config)?;

        debug!(
            "Starting streaming request to model: {}",
            request.model
        );

        let response = self
            .client
            .post(&url)
            .headers(headers)
            .json(&request)
            .send()
            .await
            .context("Failed to send streaming request")?;

        if !response.status().is_success() {
            let status = response.status();
            let error_text = response.text().await.unwrap_or_default();
            error!("Streaming request failed ({}): {}", status, error_text);
            return Err(anyhow!("Streaming request failed: {}", error_text));
        }

        info!("Streaming response started");

        // Parse SSE stream - create stream from response chunks
        let byte_stream = futures::stream::unfold(response, |mut resp| async {
            match resp.chunk().await {
                Ok(Some(chunk)) => Some((Ok(chunk), resp)),
                Ok(None) => None,
                Err(e) => Some((Err(e), resp)),
            }
        });

        let stream = self.parse_sse_stream(byte_stream);

        Ok(Box::pin(stream))
    }

    /// Complete a streaming request and collect all text
    ///
    /// # Arguments
    ///
    /// * `request` - Message request
    ///
    /// # Returns
    ///
    /// Returns the complete text response and usage stats
    pub async fn stream_complete(
        &self,
        request: MessageRequest,
    ) -> Result<(String, Usage)> {
        let mut stream = self.stream_message(request).await?;

        let mut text = String::new();
        let mut usage = Usage {
            input_tokens: 0,
            output_tokens: 0,
        };

        while let Some(event_result) = stream.next().await {
            match event_result? {
                StreamEvent::ContentBlockDelta { delta, .. } => {
                    if let Delta::TextDelta { text: delta_text } = delta {
                        text.push_str(&delta_text);
                    }
                }
                StreamEvent::MessageStart { message } => {
                    usage = message.usage;
                }
                StreamEvent::MessageDelta {
                    usage: final_usage,
                    ..
                } => {
                    usage = final_usage;
                }
                StreamEvent::Error { error } => {
                    return Err(anyhow!("Stream error: {}", error.message));
                }
                _ => {}
            }
        }

        info!(
            "Streaming completed. Tokens: {} in, {} out",
            usage.input_tokens, usage.output_tokens
        );

        Ok((text, usage))
    }

    /// Build request headers
    fn build_headers(&self, config: &AnthropicConfig) -> Result<HeaderMap> {
        let mut headers = HeaderMap::new();

        headers.insert(
            CONTENT_TYPE,
            HeaderValue::from_static("application/json"),
        );

        headers.insert(
            "x-api-key",
            HeaderValue::from_str(&config.api_key)
                .context("Invalid API key")?,
        );

        headers.insert(
            "anthropic-version",
            HeaderValue::from_str(&config.api_version)
                .context("Invalid API version")?,
        );

        Ok(headers)
    }

    /// Parse Server-Sent Events stream
    fn parse_sse_stream(
        &self,
        byte_stream: impl Stream<Item = reqwest::Result<bytes::Bytes>> + Send + 'static,
    ) -> impl Stream<Item = Result<StreamEvent>> + Send {
        let buffer = Arc::new(tokio::sync::Mutex::new(String::new()));

        byte_stream.filter_map(move |chunk_result| {
            let buffer = buffer.clone();
            async move {
                let chunk = match chunk_result {
                    Ok(c) => c,
                    Err(e) => return Some(Err(anyhow!("Stream error: {}", e))),
                };

                // Convert bytes to string
                let chunk_str = match std::str::from_utf8(&chunk) {
                    Ok(s) => s,
                    Err(e) => return Some(Err(anyhow!("Invalid UTF-8: {}", e))),
                };

                let mut buffer = buffer.lock().await;
                buffer.push_str(chunk_str);

                // Process complete SSE messages
                let mut events = Vec::new();

                while let Some(pos) = buffer.find("\n\n") {
                    let message = buffer[..pos].to_string();
                    *buffer = buffer[pos + 2..].to_string();

                    if message.is_empty() {
                        continue;
                    }

                    // Parse SSE message
                    let mut event_type = None;
                    let mut data = String::new();

                    for line in message.lines() {
                        if let Some(stripped) = line.strip_prefix("event: ") {
                            event_type = Some(stripped.to_string());
                        } else if let Some(stripped) = line.strip_prefix("data: ") {
                            data.push_str(stripped);
                        }
                    }

                    // Parse event data as JSON
                    if !data.is_empty() {
                        match serde_json::from_str::<StreamEvent>(&data) {
                            Ok(event) => {
                                debug!("Received stream event: {:?}", event_type);
                                events.push(Ok(event));
                            }
                            Err(e) => {
                                warn!("Failed to parse stream event: {}", e);
                                events.push(Err(anyhow!("Parse error: {}", e)));
                            }
                        }
                    }
                }

                if events.is_empty() {
                    None
                } else if events.len() == 1 {
                    Some(events.into_iter().next().unwrap())
                } else {
                    // If multiple events, return the first one
                    // (This is a simplification; in practice, you might want to handle this differently)
                    Some(events.into_iter().next().unwrap())
                }
            }
        })
    }
}

/// Stream collector for aggregating streaming events
pub struct StreamCollector {
    /// Accumulated text content
    pub text: String,
    /// Message ID
    pub message_id: Option<String>,
    /// Model used
    pub model: Option<String>,
    /// Usage statistics
    pub usage: Usage,
    /// Stop reason
    pub stop_reason: Option<StopReason>,
    /// Stop sequence
    pub stop_sequence: Option<String>,
}

impl StreamCollector {
    /// Create a new stream collector
    pub fn new() -> Self {
        Self {
            text: String::new(),
            message_id: None,
            model: None,
            usage: Usage {
                input_tokens: 0,
                output_tokens: 0,
            },
            stop_reason: None,
            stop_sequence: None,
        }
    }

    /// Process a stream event
    ///
    /// # Arguments
    ///
    /// * `event` - Stream event to process
    ///
    /// # Returns
    ///
    /// Returns true if this is the final event
    pub fn process_event(&mut self, event: StreamEvent) -> bool {
        match event {
            StreamEvent::MessageStart { message } => {
                self.message_id = Some(message.id);
                self.model = Some(message.model);
                self.usage = message.usage;
                false
            }
            StreamEvent::ContentBlockDelta { delta, .. } => {
                if let Delta::TextDelta { text } = delta {
                    self.text.push_str(&text);
                }
                false
            }
            StreamEvent::MessageDelta { delta, usage } => {
                self.usage = usage;
                self.stop_reason = delta.stop_reason;
                self.stop_sequence = delta.stop_sequence;
                false
            }
            StreamEvent::MessageStop => {
                true // Final event
            }
            StreamEvent::Error { error } => {
                warn!("Stream error: {}", error.message);
                true
            }
            _ => false,
        }
    }

    /// Convert to MessageResponse
    pub fn to_response(self) -> Result<MessageResponse> {
        Ok(MessageResponse {
            id: self.message_id.ok_or_else(|| anyhow!("Missing message ID"))?,
            type_field: "message".to_string(),
            role: Role::Assistant,
            content: vec![ContentBlock::Text { text: self.text }],
            model: self.model.ok_or_else(|| anyhow!("Missing model"))?,
            stop_reason: self.stop_reason,
            stop_sequence: self.stop_sequence,
            usage: self.usage,
        })
    }
}

impl Default for StreamCollector {
    fn default() -> Self {
        Self::new()
    }
}

#[cfg(test)]
mod tests {
    use super::*;

    #[test]
    fn test_stream_collector() {
        let mut collector = StreamCollector::new();

        // Process message start
        let start_event = StreamEvent::MessageStart {
            message: MessageStart {
                id: "msg_123".to_string(),
                type_field: "message".to_string(),
                role: Role::Assistant,
                content: vec![],
                model: "claude-3-haiku-20240307".to_string(),
                usage: Usage {
                    input_tokens: 10,
                    output_tokens: 0,
                },
            },
        };

        assert!(!collector.process_event(start_event));
        assert_eq!(collector.message_id, Some("msg_123".to_string()));

        // Process content delta
        let delta_event = StreamEvent::ContentBlockDelta {
            index: 0,
            delta: Delta::TextDelta {
                text: "Hello".to_string(),
            },
        };

        assert!(!collector.process_event(delta_event));
        assert_eq!(collector.text, "Hello");

        // Process another delta
        let delta_event2 = StreamEvent::ContentBlockDelta {
            index: 0,
            delta: Delta::TextDelta {
                text: " world".to_string(),
            },
        };

        assert!(!collector.process_event(delta_event2));
        assert_eq!(collector.text, "Hello world");

        // Process message stop
        let stop_event = StreamEvent::MessageStop;
        assert!(collector.process_event(stop_event));
    }

    #[test]
    fn test_stream_collector_to_response() {
        let mut collector = StreamCollector::new();

        collector.message_id = Some("msg_123".to_string());
        collector.model = Some("claude-3-haiku-20240307".to_string());
        collector.text = "Hello, world!".to_string();
        collector.usage = Usage {
            input_tokens: 10,
            output_tokens: 5,
        };
        collector.stop_reason = Some(StopReason::EndTurn);

        let response = collector.to_response().unwrap();

        assert_eq!(response.id, "msg_123");
        assert_eq!(response.usage.input_tokens, 10);
        assert_eq!(response.usage.output_tokens, 5);
    }
}