dynamo-runtime 1.0.2

Dynamo Runtime Library
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
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
// SPDX-FileCopyrightText: Copyright (c) 2024-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
// SPDX-License-Identifier: Apache-2.0

#![allow(dead_code)]

use std::collections::HashMap;
use std::sync::{Arc, OnceLock};

use async_trait::async_trait;
use futures::StreamExt;
use serde::{Deserialize, Serialize};
use tokio::sync::mpsc;

use dynamo_runtime::engine::{AsyncEngine, AsyncEngineContext, Data, ResponseStream};
use dynamo_runtime::pipeline::{
    Error, ManyOut, PipelineError, PipelineIO, SegmentSource, SingleIn,
    context::{Context, StreamContext},
};

#[allow(dead_code)]
#[derive(Debug, Clone)]
pub enum LatencyModel {
    NoDelay,
    ConstantDelayInNanos(u64),
    NormalDistributionInNanos(u64, u64),
}

#[allow(dead_code)]
#[derive(Debug, Clone)]
pub struct MockNetworkOptions {
    request_latency: LatencyModel,
    response_latency: LatencyModel,
}

impl Default for MockNetworkOptions {
    fn default() -> Self {
        Self {
            request_latency: LatencyModel::NoDelay,
            response_latency: LatencyModel::NoDelay,
        }
    }
}

#[derive(Debug, Clone)]
struct ControlPlaneRequest {
    id: String,
    request: Vec<u8>,

    // convert this into an interface where it describes the worker address
    // and how to communicate with the worker
    resp_tx: mpsc::Sender<DataPlaneMessage>,
}

enum MockNetworkControlEvents {
    ControlPlaneRequest(ControlPlaneRequest),
    Cancel(String),
}

#[derive(Debug, Clone, Serialize, Deserialize)]
enum MockNetworkDataPlaneHeaders {
    Handshake(Handshake),
    Error(String),

    // tells the subscriber that the stream has ended
    // not all transports will be sender side closable, therefore,
    // we need a way to signal the end of the stream
    //
    // note: for transports like nats where the subscriber could
    // be left dangling, we will also want to have a keep alive
    // and a timeout mechanism
    Sentinel,

    // heart beat / keep-alive signal to maintain the connection
    HeartBeat,
}

#[derive(Debug, Clone, Serialize, Deserialize)]
#[serde(rename_all = "snake_case")]
enum Status {
    Ok,
    Error(String),
}

// for transports that support headers, we will use headers for events and the body for the bytes
// for transports like tcp, we may send them as two separate messages on the same socket or as a single
// compound message like the [`DataEnvelope`] object below
#[derive(Debug, Clone, Serialize, Deserialize)]
struct Handshake {
    request_id: String,
    worker_id: Option<String>,
    status: Status,
}

struct DataPlaneMessage {
    pub headers: Option<MockNetworkDataPlaneHeaders>,
    pub body: Vec<u8>,
}

/// This is an example transport that will inject latency into the response stream.
/// This mimics a network transport that has a delay in the response.
pub struct MockNetworkTransport<T: PipelineIO, U: PipelineIO> {
    req: std::marker::PhantomData<T>,
    resp: std::marker::PhantomData<U>,
}

impl<Req: PipelineIO, Resp: PipelineIO> MockNetworkTransport<Req, Resp> {
    pub fn new_egress_ingress(
        options: MockNetworkOptions,
    ) -> (
        Arc<MockNetworkEgress<Req, Resp>>,
        MockNetworkIngress<Req, Resp>,
    ) {
        let (ctrl_tx, ctrl_rx) = mpsc::channel::<MockNetworkControlEvents>(8);

        // construct the egress/request-sender/response-receiver
        let egress = Arc::new(MockNetworkEgress::<Req, Resp>::new(
            options.clone(),
            ctrl_tx.clone(),
        ));

        // construct the ingress/request-receiver/response-sender
        let ingress = MockNetworkIngress::<Req, Resp>::new(options.clone(), ctrl_rx);

        (egress, ingress)
    }
}

#[allow(dead_code)]
pub struct MockNetworkEgress<Req: PipelineIO, Resp: PipelineIO> {
    options: MockNetworkOptions,
    ctrl_tx: mpsc::Sender<MockNetworkControlEvents>,
    req: std::marker::PhantomData<Req>,
    resp: std::marker::PhantomData<Resp>,
}

impl<Req: PipelineIO, Resp: PipelineIO> MockNetworkEgress<Req, Resp> {
    fn new(options: MockNetworkOptions, ctrl_tx: mpsc::Sender<MockNetworkControlEvents>) -> Self {
        Self {
            options,
            ctrl_tx,
            req: std::marker::PhantomData,
            resp: std::marker::PhantomData,
        }
    }
}

#[async_trait]
impl<T: Data, U: Data> AsyncEngine<SingleIn<T>, ManyOut<U>, Error>
    for MockNetworkEgress<SingleIn<T>, ManyOut<U>>
where
    T: Data + Serialize,
    U: for<'de> Deserialize<'de> + Data + Send + Sync + 'static,
    Self: Send + Sync,
{
    async fn generate(&self, request: SingleIn<T>) -> Result<ManyOut<U>, Error> {
        let ctrl_tx = self.ctrl_tx.clone();
        let id = request.id().to_string();

        // serialize the request
        let request = request.try_map(|req| serde_json::to_vec(&req))?;

        // transfer the request context to a stream context
        let (data, context) = request.transfer(());
        let context = Arc::new(StreamContext::from(context));

        // subscribe to the response stream
        // in this mock, we use a channel for the data plane
        let (data_tx, data_rx) = mpsc::channel::<DataPlaneMessage>(16);
        let mut byte_stream = tokio_stream::wrappers::ReceiverStream::new(data_rx);

        // prepare the stateful objects that will be used to monitor the response stream
        let (finished_tx, finished_rx) = tokio::sync::oneshot::channel::<()>();
        let stream_monitor = ResponseMonitor {
            ctx: context.clone(),
            finish_rx: finished_rx,
        };

        // create the control plane request
        let request = ControlPlaneRequest {
            id,
            request: data,
            resp_tx: data_tx,
        };

        // send the request to the control plane
        ctrl_tx
            .send(MockNetworkControlEvents::ControlPlaneRequest(request))
            .await
            .map_err(|e| PipelineError::ControlPlaneRequestError(e.to_string()))?;

        // the first message from the remote publisher on the data plane needs to be a handshake message
        match byte_stream.next().await {
            Some(DataPlaneMessage { headers, body }) => {
                if !body.is_empty() {
                    return Err(PipelineError::ControlPlaneRequestError(
                        "Expected an empty body for the handshake message".to_string(),
                    )
                    .into());
                }
                match headers {
                    Some(header) => match header {
                        MockNetworkDataPlaneHeaders::Handshake(handshake) => {
                            match handshake.status {
                                Status::Ok => {}
                                Status::Error(e) => {
                                    return Err(PipelineError::ControlPlaneRequestError(format!(
                                        "remote segment was unable to process request: {}",
                                        e
                                    ))
                                    .into());
                                }
                            }
                        }
                        _ => {
                            return Err(PipelineError::ControlPlaneRequestError(format!(
                                "Expected a handshake message; got: {:?}",
                                header
                            ))
                            .into());
                        }
                    },
                    _ => {
                        return Err(PipelineError::ControlPlaneRequestError(
                            "Failed to receive properly formatted handshake on data plane"
                                .to_string(),
                        )
                        .into());
                    }
                }
            }
            None => {
                return Err(PipelineError::ControlPlaneRequestError(
                    "Failed data plane connection closed before receiving handshake".to_string(),
                )
                .into());
            }
        }

        let decoded = byte_stream
            .scan(Some(stream_monitor), move |_stream_monitor, item| {
                if let Some(headers) = &item.headers {
                    match headers {
                        MockNetworkDataPlaneHeaders::HeartBeat => {
                            // Heartbeat received, do nothing special
                        }
                        MockNetworkDataPlaneHeaders::Sentinel => {
                            // End of stream
                            return futures::future::ready(None);
                        }
                        _ => {}
                    }
                }
                futures::future::ready(Some(item))
            })
            .map(move |item| {
                serde_json::from_slice::<U>(&item.body).expect("failed to deserialize response")
            });

        // create the cancellation monitor object
        let cancellation_monitor = CancellationMonitor {
            ctx: context.clone(),
            ctrl_tx,
            finish_tx: finished_tx,
        };

        // launch the cancellation monitor task
        tokio::spawn(cancellation_monitor.execute());

        Ok(ResponseStream::new(Box::pin(decoded), context))
    }
}

/// For our MocNetworkTransport, the Ingress will be the one that will be receiving the requests
/// and pushes back the responses
///
/// As such, the Ingress will be the one that will be responsible for receiving control plane messages.
#[allow(dead_code)]
pub struct MockNetworkIngress<Req: PipelineIO, Resp: PipelineIO> {
    options: MockNetworkOptions,
    ctrl_rx: mpsc::Receiver<MockNetworkControlEvents>,
    segment: OnceLock<Arc<SegmentSource<Req, Resp>>>,
}

impl<Req: PipelineIO, Resp: PipelineIO> MockNetworkIngress<Req, Resp> {
    fn new(options: MockNetworkOptions, ctrl_rx: mpsc::Receiver<MockNetworkControlEvents>) -> Self {
        Self {
            options,
            ctrl_rx,
            segment: OnceLock::new(),
        }
    }

    pub fn segment(&self, segment: Arc<SegmentSource<Req, Resp>>) -> Result<(), PipelineError> {
        self.segment
            .set(segment)
            .map_err(|_| PipelineError::EdgeAlreadySet)
    }
}

impl<T: Data, U: Data> MockNetworkIngress<SingleIn<T>, ManyOut<U>>
where
    T: Data + for<'de> Deserialize<'de>,
    U: Data + Serialize,
{
    pub async fn execute(self) -> Result<(), PipelineError> {
        let mut state = HashMap::<String, Arc<dyn AsyncEngineContext>>::new();
        let worker_id = uuid::Uuid::new_v4().to_string();
        let mut ctrl_rx = self.ctrl_rx;
        let segment = self.segment.get().expect("segment not set").clone();

        while let Some(event) = ctrl_rx.recv().await {
            match event {
                MockNetworkControlEvents::ControlPlaneRequest(req) => {
                    // todo(metrics): increment metric counter for bytes received
                    // todo(metrics): increment metric counter for requests received
                    let id = req.id.clone();
                    tracing::debug!("[ingress] received request [id: {}]", id);

                    // deserialize the request
                    let request = serde_json::from_slice::<T>(&req.request)
                        .expect("failed to deserialize request");

                    // extend request with context
                    let request = Context::<T>::with_id(request, req.id.clone());

                    // create the response stream
                    let response = segment.generate(request).await;

                    let handshake = match &response {
                        Ok(_) => Handshake {
                            request_id: req.id,
                            worker_id: Some(worker_id.clone()),
                            status: Status::Ok,
                        },
                        Err(e) => Handshake {
                            request_id: req.id,
                            worker_id: Some(worker_id.clone()),
                            status: Status::Error(e.to_string()),
                        },
                    };

                    tracing::debug!("[ingress] sending handshake [id: {}]: {:?}", id, handshake);

                    // serialize the handshake
                    let handshake = DataPlaneMessage {
                        headers: Some(MockNetworkDataPlaneHeaders::Handshake(handshake)),
                        body: vec![],
                    };

                    // send the handshake
                    req.resp_tx
                        .send(handshake)
                        .await
                        .expect("failed to send handshake");

                    tracing::trace!("[ingress] handshake sent [id: {}]", id);

                    if let Ok(response) = response {
                        // spawn a task to process the response stream:
                        // - serialize each response
                        // - forward the bytes to the data plane
                        tracing::debug!("[ingress] processing response stream [id: {}]", id);

                        tokio::spawn(async move {
                            let mut response = response;
                            while let Some(resp) = response.next().await {
                                tracing::trace!("[ingress] received response [id: {}]", id);

                                let resp_bytes = serde_json::to_vec(&resp)
                                    .expect("failed to serialize response");

                                let msg = DataPlaneMessage {
                                    headers: None,
                                    body: resp_bytes,
                                };

                                // send the response
                                req.resp_tx
                                    .send(msg)
                                    .await
                                    .expect("failed to send response");

                                tracing::trace!("[ingress] sent response [id: {}]", id);
                            }

                            tracing::debug!("response stream completed [id: {}]", id);
                        });
                    }
                }
                MockNetworkControlEvents::Cancel(id) => {
                    // todo(metrics): increment metric counter for cancelled requests
                    // todo(metrics): increment metric counter for bytes received
                    // todo(metrics): increment metric counter for requests received

                    // cancel the request
                    if let Some(tx) = state.remove(&id) {
                        tx.stop_generating();
                    }
                }
            }
        }

        Ok(())
    }
}

// fn create_error_message(id: &str, e: &str) -> Hand {
//     format!("Failed to deserialize request [id: {}]: {}", id, e)
// }

/// Object transferred to the Cancellation Monitor Task
///
/// The cancellation monitor task will be responsible for taking action on a
/// cancellation request.
///
/// This object holds a oneshot channel that will be used to signal the natural
/// termination of the stream.
///
/// Our cancellation monitor task select on those two signals and complete when
/// either of them is completed.
struct CancellationMonitor {
    ctx: Arc<StreamContext>,

    // control plane sender
    ctrl_tx: tokio::sync::mpsc::Sender<MockNetworkControlEvents>,

    // the cancellation mni
    // as completed
    finish_tx: tokio::sync::oneshot::Sender<()>,
}

impl CancellationMonitor {
    async fn execute(self) {
        // select on the finish_rx and the kill signal
        let ctx = self.ctx;
        let ctrl_tx = self.ctrl_tx;
        let mut finish_tx = self.finish_tx;

        tokio::select! {
            _ = ctx.stopped() => {
                // todo(metrics): increment metric counter for cancelled requests
                // send a cancellation request to the control plane
                let _ = ctrl_tx.send(MockNetworkControlEvents::Cancel(ctx.id().to_string())).await;
            }
            _ = finish_tx.closed() => {
                // the stream has completed naturally
            }
        }
    }
}

// held by the scan combinator
#[allow(dead_code)]
struct ResponseMonitor {
    ctx: Arc<StreamContext>,
    finish_rx: tokio::sync::oneshot::Receiver<()>,
}