nominal_streaming/
stream.rs

1use std::collections::HashMap;
2use std::fmt::Debug;
3use std::path::PathBuf;
4use std::sync::atomic::AtomicBool;
5use std::sync::atomic::AtomicU64;
6use std::sync::atomic::AtomicUsize;
7use std::sync::atomic::Ordering;
8use std::sync::Arc;
9use std::thread;
10use std::time::Duration;
11use std::time::Instant;
12use std::time::UNIX_EPOCH;
13
14use conjure_object::BearerToken;
15use conjure_object::ResourceIdentifier;
16use nominal_api::tonic::io::nominal::scout::api::proto::array_points::ArrayType;
17use nominal_api::tonic::io::nominal::scout::api::proto::points::PointsType;
18use nominal_api::tonic::io::nominal::scout::api::proto::ArrayPoints;
19use nominal_api::tonic::io::nominal::scout::api::proto::Channel;
20use nominal_api::tonic::io::nominal::scout::api::proto::DoublePoint;
21use nominal_api::tonic::io::nominal::scout::api::proto::IntegerPoint;
22use nominal_api::tonic::io::nominal::scout::api::proto::Points;
23use nominal_api::tonic::io::nominal::scout::api::proto::Series;
24use nominal_api::tonic::io::nominal::scout::api::proto::StringPoint;
25use nominal_api::tonic::io::nominal::scout::api::proto::WriteRequestNominal;
26use parking_lot::Condvar;
27use parking_lot::Mutex;
28use parking_lot::MutexGuard;
29use tracing::debug;
30use tracing::error;
31use tracing::info;
32
33use crate::client::NominalApiClients;
34use crate::client::PRODUCTION_API_URL;
35use crate::consumer::AvroFileConsumer;
36use crate::consumer::DualWriteRequestConsumer;
37use crate::consumer::ListeningWriteRequestConsumer;
38use crate::consumer::NominalCoreConsumer;
39use crate::consumer::RequestConsumerWithFallback;
40use crate::consumer::WriteRequestConsumer;
41use crate::listener::LoggingListener;
42use crate::types::ChannelDescriptor;
43use crate::types::IntoPoints;
44use crate::types::IntoTimestamp;
45
46#[derive(Debug, Clone)]
47pub struct NominalStreamOpts {
48    pub max_points_per_record: usize,
49    pub max_request_delay: Duration,
50    pub max_buffered_requests: usize,
51    pub request_dispatcher_tasks: usize,
52    pub base_api_url: String,
53}
54
55impl Default for NominalStreamOpts {
56    fn default() -> Self {
57        Self {
58            max_points_per_record: 250_000,
59            max_request_delay: Duration::from_millis(100),
60            max_buffered_requests: 4,
61            request_dispatcher_tasks: 8,
62            base_api_url: PRODUCTION_API_URL.to_string(),
63        }
64    }
65}
66
67#[derive(Default)]
68pub struct NominalDatasetStreamBuilder {
69    stream_to_core: Option<(BearerToken, ResourceIdentifier, tokio::runtime::Handle)>,
70    stream_to_file: Option<PathBuf>,
71    file_fallback: Option<PathBuf>,
72    listeners: Vec<Arc<dyn crate::listener::NominalStreamListener>>,
73    opts: NominalStreamOpts,
74}
75
76impl Debug for NominalDatasetStreamBuilder {
77    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
78        f.debug_struct("NominalDatasetStreamBuilder")
79            .field("stream_to_core", &self.stream_to_core.is_some())
80            .field("stream_to_file", &self.stream_to_file)
81            .field("file_fallback", &self.file_fallback)
82            .field("listeners", &self.listeners.len())
83            .finish()
84    }
85}
86
87impl NominalDatasetStreamBuilder {
88    pub fn new() -> Self {
89        Self::default()
90    }
91}
92
93impl NominalDatasetStreamBuilder {
94    pub fn stream_to_core(
95        self,
96        bearer_token: BearerToken,
97        dataset: ResourceIdentifier,
98        handle: tokio::runtime::Handle,
99    ) -> NominalDatasetStreamBuilder {
100        NominalDatasetStreamBuilder {
101            stream_to_core: Some((bearer_token, dataset, handle)),
102            stream_to_file: self.stream_to_file,
103            file_fallback: self.file_fallback,
104            listeners: self.listeners,
105            opts: self.opts,
106        }
107    }
108
109    pub fn stream_to_file(mut self, file_path: impl Into<PathBuf>) -> Self {
110        self.stream_to_file = Some(file_path.into());
111        self
112    }
113
114    pub fn with_file_fallback(mut self, file_path: impl Into<PathBuf>) -> Self {
115        self.file_fallback = Some(file_path.into());
116        self
117    }
118
119    pub fn add_listener(
120        mut self,
121        listener: Arc<dyn crate::listener::NominalStreamListener>,
122    ) -> Self {
123        self.listeners.push(listener);
124        self
125    }
126
127    pub fn with_listeners(
128        mut self,
129        listeners: Vec<Arc<dyn crate::listener::NominalStreamListener>>,
130    ) -> Self {
131        self.listeners = listeners;
132        self
133    }
134
135    pub fn with_options(mut self, opts: NominalStreamOpts) -> Self {
136        self.opts = opts;
137        self
138    }
139
140    #[cfg(feature = "logging")]
141    fn init_logging(self, directive: Option<&str>) -> Self {
142        use tracing_subscriber::layer::SubscriberExt;
143        use tracing_subscriber::util::SubscriberInitExt;
144
145        // Build the filter, either from an explicit directive or the environment.
146        let base = tracing_subscriber::EnvFilter::builder()
147            .with_default_directive(tracing_subscriber::filter::LevelFilter::DEBUG.into());
148        let env_filter = match directive {
149            Some(d) => base.parse_lossy(d),
150            None => base.from_env_lossy(),
151        };
152
153        let subscriber = tracing_subscriber::registry()
154            .with(
155                tracing_subscriber::fmt::layer()
156                    .with_thread_ids(true)
157                    .with_thread_names(true)
158                    .with_line_number(true),
159            )
160            .with(env_filter);
161
162        if let Err(error) = subscriber.try_init() {
163            eprintln!("nominal streaming failed to enable logging: {error}");
164        }
165
166        self
167    }
168
169    #[cfg(feature = "logging")]
170    pub fn enable_logging(self) -> Self {
171        self.init_logging(None)
172    }
173
174    #[cfg(feature = "logging")]
175    pub fn enable_logging_with_directive(self, log_directive: &str) -> Self {
176        self.init_logging(Some(log_directive))
177    }
178
179    pub fn build(self) -> NominalDatasetStream {
180        let core_consumer = self.core_consumer();
181        let file_consumer = self.file_consumer();
182        let fallback_consumer = self.fallback_consumer();
183
184        match (core_consumer, file_consumer, fallback_consumer) {
185            (None, None, _) => panic!("nominal dataset stream must either stream to file or core"),
186            (Some(_), Some(_), Some(_)) => {
187                panic!("must choose one of stream_to_file and file_fallback when streaming to core")
188            }
189            (Some(core), None, None) => self.into_stream(core),
190            (Some(core), None, Some(fallback)) => {
191                self.into_stream(RequestConsumerWithFallback::new(core, fallback))
192            }
193            (None, Some(file), None) => self.into_stream(file),
194            (None, Some(file), Some(fallback)) => {
195                // todo: should this even be supported?
196                self.into_stream(RequestConsumerWithFallback::new(file, fallback))
197            }
198            (Some(core), Some(file), None) => {
199                self.into_stream(DualWriteRequestConsumer::new(core, file))
200            }
201        }
202    }
203
204    fn core_consumer(&self) -> Option<NominalCoreConsumer<BearerToken>> {
205        self.stream_to_core
206            .as_ref()
207            .map(|(auth_provider, dataset, handle)| {
208                NominalCoreConsumer::new(
209                    NominalApiClients::from_uri(self.opts.base_api_url.as_str()),
210                    handle.clone(),
211                    auth_provider.clone(),
212                    dataset.clone(),
213                )
214            })
215    }
216
217    fn file_consumer(&self) -> Option<AvroFileConsumer> {
218        self.stream_to_file
219            .as_ref()
220            .map(|path| AvroFileConsumer::new_with_full_path(path).unwrap())
221    }
222
223    fn fallback_consumer(&self) -> Option<AvroFileConsumer> {
224        self.file_fallback
225            .as_ref()
226            .map(|path| AvroFileConsumer::new_with_full_path(path).unwrap())
227    }
228
229    fn into_stream<C: WriteRequestConsumer + 'static>(self, consumer: C) -> NominalDatasetStream {
230        let mut listeners = self.listeners;
231        listeners.push(Arc::new(LoggingListener));
232        let listening_consumer = ListeningWriteRequestConsumer::new(consumer, listeners);
233        NominalDatasetStream::new_with_consumer(listening_consumer, self.opts)
234    }
235}
236
237// for backcompat, new code should use NominalDatasetStream
238#[deprecated]
239pub type NominalDatasourceStream = NominalDatasetStream;
240
241pub struct NominalDatasetStream {
242    opts: NominalStreamOpts,
243    running: Arc<AtomicBool>,
244    unflushed_points: Arc<AtomicUsize>,
245    primary_buffer: Arc<SeriesBuffer>,
246    secondary_buffer: Arc<SeriesBuffer>,
247    primary_handle: thread::JoinHandle<()>,
248    secondary_handle: thread::JoinHandle<()>,
249}
250
251impl NominalDatasetStream {
252    pub fn builder() -> NominalDatasetStreamBuilder {
253        NominalDatasetStreamBuilder::new()
254    }
255
256    pub fn new_with_consumer<C: WriteRequestConsumer + 'static>(
257        consumer: C,
258        opts: NominalStreamOpts,
259    ) -> Self {
260        let primary_buffer = Arc::new(SeriesBuffer::new(opts.max_points_per_record));
261        let secondary_buffer = Arc::new(SeriesBuffer::new(opts.max_points_per_record));
262
263        let (request_tx, request_rx) =
264            crossbeam_channel::bounded::<(WriteRequestNominal, usize)>(opts.max_buffered_requests);
265
266        let running = Arc::new(AtomicBool::new(true));
267        let unflushed_points = Arc::new(AtomicUsize::new(0));
268
269        let primary_handle = thread::Builder::new()
270            .name("nmstream_primary".to_string())
271            .spawn({
272                let points_buffer = Arc::clone(&primary_buffer);
273                let running = running.clone();
274                let tx = request_tx.clone();
275                move || {
276                    batch_processor(running, points_buffer, tx, opts.max_request_delay);
277                }
278            })
279            .unwrap();
280
281        let secondary_handle = thread::Builder::new()
282            .name("nmstream_secondary".to_string())
283            .spawn({
284                let secondary_buffer = Arc::clone(&secondary_buffer);
285                let running = running.clone();
286                move || {
287                    batch_processor(
288                        running,
289                        secondary_buffer,
290                        request_tx,
291                        opts.max_request_delay,
292                    );
293                }
294            })
295            .unwrap();
296
297        let consumer = Arc::new(consumer);
298
299        for i in 0..opts.request_dispatcher_tasks {
300            thread::Builder::new()
301                .name(format!("nmstream_dispatch_{i}"))
302                .spawn({
303                    let running = Arc::clone(&running);
304                    let unflushed_points = Arc::clone(&unflushed_points);
305                    let rx = request_rx.clone();
306                    let consumer = consumer.clone();
307                    move || {
308                        debug!("starting request dispatcher");
309                        request_dispatcher(running, unflushed_points, rx, consumer);
310                    }
311                })
312                .unwrap();
313        }
314
315        NominalDatasetStream {
316            opts,
317            running,
318            unflushed_points,
319            primary_buffer,
320            secondary_buffer,
321            primary_handle,
322            secondary_handle,
323        }
324    }
325
326    pub fn double_writer<'a>(
327        &'a self,
328        channel_descriptor: &'a ChannelDescriptor,
329    ) -> NominalDoubleWriter<'a> {
330        NominalDoubleWriter {
331            writer: NominalChannelWriter::new(self, channel_descriptor),
332        }
333    }
334
335    pub fn string_writer<'a>(
336        &'a self,
337        channel_descriptor: &'a ChannelDescriptor,
338    ) -> NominalStringWriter<'a> {
339        NominalStringWriter {
340            writer: NominalChannelWriter::new(self, channel_descriptor),
341        }
342    }
343
344    pub fn integer_writer<'a>(
345        &'a self,
346        channel_descriptor: &'a ChannelDescriptor,
347    ) -> NominalIntegerWriter<'a> {
348        NominalIntegerWriter {
349            writer: NominalChannelWriter::new(self, channel_descriptor),
350        }
351    }
352
353    pub fn enqueue(&self, channel_descriptor: &ChannelDescriptor, new_points: impl IntoPoints) {
354        let new_points = new_points.into_points();
355        let new_count = points_len(&new_points);
356
357        self.when_capacity(new_count, |mut sb| {
358            sb.extend(channel_descriptor, new_points)
359        });
360    }
361
362    fn when_capacity(&self, new_count: usize, callback: impl FnOnce(SeriesBufferGuard)) {
363        self.unflushed_points
364            .fetch_add(new_count, Ordering::Release);
365
366        if self.primary_buffer.has_capacity(new_count) {
367            debug!("adding {} points to primary buffer", new_count);
368            callback(self.primary_buffer.lock());
369        } else if self.secondary_buffer.has_capacity(new_count) {
370            // primary buffer is definitely full
371            self.primary_handle.thread().unpark();
372            debug!("adding {} points to secondary buffer", new_count);
373            callback(self.secondary_buffer.lock());
374        } else {
375            let buf = if self.primary_buffer < self.secondary_buffer {
376                info!("waiting for primary buffer to flush to append {new_count} points...");
377                self.primary_handle.thread().unpark();
378                &self.primary_buffer
379            } else {
380                info!("waiting for secondary buffer to flush to append {new_count} points...");
381                self.secondary_handle.thread().unpark();
382                &self.secondary_buffer
383            };
384
385            buf.on_notify(callback);
386        }
387    }
388}
389
390pub struct NominalChannelWriter<'ds, T>
391where
392    Vec<T>: IntoPoints,
393{
394    channel: &'ds ChannelDescriptor,
395    stream: &'ds NominalDatasetStream,
396    last_flushed_at: Instant,
397    unflushed: Vec<T>,
398}
399
400impl<T> NominalChannelWriter<'_, T>
401where
402    Vec<T>: IntoPoints,
403{
404    fn new<'ds>(
405        stream: &'ds NominalDatasetStream,
406        channel: &'ds ChannelDescriptor,
407    ) -> NominalChannelWriter<'ds, T> {
408        NominalChannelWriter {
409            channel,
410            stream,
411            last_flushed_at: Instant::now(),
412            unflushed: vec![],
413        }
414    }
415
416    fn push_point(&mut self, point: T) {
417        self.unflushed.push(point);
418        if self.unflushed.len() >= self.stream.opts.max_points_per_record
419            || self.last_flushed_at.elapsed() > self.stream.opts.max_request_delay
420        {
421            debug!(
422                "conditionally flushing {:?}, ({} points, {:?} since last)",
423                self.channel,
424                self.unflushed.len(),
425                self.last_flushed_at.elapsed()
426            );
427            self.flush();
428        }
429    }
430
431    fn flush(&mut self) {
432        if self.unflushed.is_empty() {
433            return;
434        }
435        info!(
436            "flushing writer for {:?} with {} points",
437            self.channel,
438            self.unflushed.len()
439        );
440        self.stream.when_capacity(self.unflushed.len(), |mut buf| {
441            let to_flush: Vec<T> = self.unflushed.drain(..).collect();
442            buf.extend(self.channel, to_flush);
443            self.last_flushed_at = Instant::now();
444        })
445    }
446}
447
448impl<T> Drop for NominalChannelWriter<'_, T>
449where
450    Vec<T>: IntoPoints,
451{
452    fn drop(&mut self) {
453        info!("flushing then dropping writer for: {:?}", self.channel);
454        self.flush();
455    }
456}
457
458pub struct NominalDoubleWriter<'ds> {
459    writer: NominalChannelWriter<'ds, DoublePoint>,
460}
461
462impl NominalDoubleWriter<'_> {
463    pub fn push(&mut self, timestamp: impl IntoTimestamp, value: f64) {
464        self.writer.push_point(DoublePoint {
465            timestamp: Some(timestamp.into_timestamp()),
466            value,
467        });
468    }
469}
470
471pub struct NominalIntegerWriter<'ds> {
472    writer: NominalChannelWriter<'ds, IntegerPoint>,
473}
474
475impl NominalIntegerWriter<'_> {
476    pub fn push(&mut self, timestamp: impl IntoTimestamp, value: i64) {
477        self.writer.push_point(IntegerPoint {
478            timestamp: Some(timestamp.into_timestamp()),
479            value,
480        });
481    }
482}
483
484pub struct NominalStringWriter<'ds> {
485    writer: NominalChannelWriter<'ds, StringPoint>,
486}
487
488impl NominalStringWriter<'_> {
489    pub fn push(&mut self, timestamp: impl IntoTimestamp, value: impl Into<String>) {
490        self.writer.push_point(StringPoint {
491            timestamp: Some(timestamp.into_timestamp()),
492            value: value.into(),
493        });
494    }
495}
496
497struct SeriesBuffer {
498    points: Mutex<HashMap<ChannelDescriptor, PointsType>>,
499    count: AtomicUsize,
500    flush_time: AtomicU64,
501    condvar: Condvar,
502    max_capacity: usize,
503}
504
505struct SeriesBufferGuard<'sb> {
506    sb: MutexGuard<'sb, HashMap<ChannelDescriptor, PointsType>>,
507    count: &'sb AtomicUsize,
508}
509
510impl SeriesBufferGuard<'_> {
511    fn extend(&mut self, channel_descriptor: &ChannelDescriptor, points: impl IntoPoints) {
512        let points = points.into_points();
513        let new_point_count = points_len(&points);
514
515        if !self.sb.contains_key(channel_descriptor) {
516            self.sb.insert(channel_descriptor.clone(), points);
517        } else {
518            match (self.sb.get_mut(channel_descriptor).unwrap(), points) {
519                (PointsType::DoublePoints(existing), PointsType::DoublePoints(new)) => {
520                    existing.points.extend(new.points)
521                }
522                (PointsType::StringPoints(existing), PointsType::StringPoints(new)) => {
523                    existing.points.extend(new.points)
524                }
525                (PointsType::IntegerPoints(existing), PointsType::IntegerPoints(new)) => {
526                    existing.points.extend(new.points)
527                }
528                (
529                    PointsType::ArrayPoints(ArrayPoints {
530                        array_type: Some(ArrayType::DoubleArrayPoints(existing)),
531                    }),
532                    PointsType::ArrayPoints(ArrayPoints {
533                        array_type: Some(ArrayType::DoubleArrayPoints(new)),
534                    }),
535                ) => existing.points.extend(new.points),
536                (PointsType::Uint64Points(existing), PointsType::Uint64Points(new)) => {
537                    existing.points.extend(new.points)
538                }
539                (
540                    PointsType::ArrayPoints(ArrayPoints {
541                        array_type: Some(ArrayType::StringArrayPoints(existing)),
542                    }),
543                    PointsType::ArrayPoints(ArrayPoints {
544                        array_type: Some(ArrayType::StringArrayPoints(new)),
545                    }),
546                ) => existing.points.extend(new.points),
547                (
548                    PointsType::ArrayPoints(ArrayPoints { array_type: None }),
549                    PointsType::ArrayPoints(ArrayPoints { array_type: None }),
550                ) => {}
551                (PointsType::StructPoints(existing), PointsType::StructPoints(new)) => {
552                    existing.points.extend(new.points);
553                }
554                // this is hideous, but exhaustive matching is good to avoid future errors
555                (
556                    PointsType::DoublePoints(_),
557                    PointsType::IntegerPoints(_)
558                    | PointsType::Uint64Points(_)
559                    | PointsType::StringPoints(_)
560                    | PointsType::ArrayPoints(_)
561                    | PointsType::StructPoints(_),
562                )
563                | (
564                    PointsType::StringPoints(_),
565                    PointsType::DoublePoints(_)
566                    | PointsType::IntegerPoints(_)
567                    | PointsType::Uint64Points(_)
568                    | PointsType::ArrayPoints(_)
569                    | PointsType::StructPoints(_),
570                )
571                | (
572                    PointsType::IntegerPoints(_),
573                    PointsType::DoublePoints(_)
574                    | PointsType::Uint64Points(_)
575                    | PointsType::StringPoints(_)
576                    | PointsType::ArrayPoints(_)
577                    | PointsType::StructPoints(_),
578                )
579                | (
580                    PointsType::ArrayPoints(_),
581                    PointsType::DoublePoints(_)
582                    | PointsType::Uint64Points(_)
583                    | PointsType::StringPoints(_)
584                    | PointsType::IntegerPoints(_)
585                    | PointsType::StructPoints(_),
586                )
587                | (
588                    PointsType::ArrayPoints(ArrayPoints {
589                        array_type: Some(_),
590                    }),
591                    PointsType::ArrayPoints(ArrayPoints { array_type: None }),
592                )
593                | (
594                    PointsType::ArrayPoints(ArrayPoints { array_type: None }),
595                    PointsType::ArrayPoints(ArrayPoints {
596                        array_type: Some(_),
597                    }),
598                )
599                | (
600                    PointsType::ArrayPoints(ArrayPoints {
601                        array_type: Some(ArrayType::DoubleArrayPoints(_)),
602                    }),
603                    PointsType::ArrayPoints(ArrayPoints {
604                        array_type: Some(ArrayType::StringArrayPoints(_)),
605                    }),
606                )
607                | (
608                    PointsType::ArrayPoints(ArrayPoints {
609                        array_type: Some(ArrayType::StringArrayPoints(_)),
610                    }),
611                    PointsType::ArrayPoints(ArrayPoints {
612                        array_type: Some(ArrayType::DoubleArrayPoints(_)),
613                    }),
614                )
615                | (
616                    PointsType::Uint64Points(_),
617                    PointsType::IntegerPoints(_)
618                    | PointsType::StringPoints(_)
619                    | PointsType::DoublePoints(_)
620                    | PointsType::ArrayPoints(_)
621                    | PointsType::StructPoints(_),
622                )
623                | (
624                    PointsType::StructPoints(_),
625                    PointsType::DoublePoints(_)
626                    | PointsType::Uint64Points(_)
627                    | PointsType::StringPoints(_)
628                    | PointsType::IntegerPoints(_)
629                    | PointsType::ArrayPoints(_),
630                ) => {
631                    // todo: improve error
632                    panic!("mismatched types");
633                }
634            }
635        }
636
637        self.count.fetch_add(new_point_count, Ordering::Release);
638    }
639}
640
641impl PartialEq for SeriesBuffer {
642    fn eq(&self, other: &Self) -> bool {
643        self.flush_time.load(Ordering::Acquire) == other.flush_time.load(Ordering::Acquire)
644    }
645}
646
647impl PartialOrd for SeriesBuffer {
648    fn partial_cmp(&self, other: &Self) -> Option<std::cmp::Ordering> {
649        let flush_time = self.flush_time.load(Ordering::Acquire);
650        let other_flush_time = other.flush_time.load(Ordering::Acquire);
651        flush_time.partial_cmp(&other_flush_time)
652    }
653}
654
655impl SeriesBuffer {
656    fn new(capacity: usize) -> Self {
657        Self {
658            points: Mutex::new(HashMap::new()),
659            count: AtomicUsize::new(0),
660            flush_time: AtomicU64::new(0),
661            condvar: Condvar::new(),
662            max_capacity: capacity,
663        }
664    }
665
666    /// Checks if the buffer has enough capacity to add new points.
667    /// Note that the buffer can be larger than MAX_POINTS_PER_RECORD if a single batch of points
668    /// larger than MAX_POINTS_PER_RECORD is inserted while the buffer is empty. This avoids needing
669    /// to handle splitting batches of points across multiple requests.
670    fn has_capacity(&self, new_points_count: usize) -> bool {
671        let count = self.count.load(Ordering::Acquire);
672        count == 0 || count + new_points_count <= self.max_capacity
673    }
674
675    fn lock(&self) -> SeriesBufferGuard<'_> {
676        SeriesBufferGuard {
677            sb: self.points.lock(),
678            count: &self.count,
679        }
680    }
681
682    fn take(&self) -> (usize, Vec<Series>) {
683        let mut points = self.lock();
684        self.flush_time.store(
685            UNIX_EPOCH.elapsed().unwrap().as_nanos() as u64,
686            Ordering::Release,
687        );
688        let result = points
689            .sb
690            .drain()
691            .map(|(ChannelDescriptor { name, tags }, points)| {
692                let channel = Channel { name };
693                let points_obj = Points {
694                    points_type: Some(points),
695                };
696                Series {
697                    channel: Some(channel),
698                    tags: tags
699                        .map(|tags| tags.into_iter().collect())
700                        .unwrap_or_default(),
701                    points: Some(points_obj),
702                }
703            })
704            .collect();
705        let result_count = self
706            .count
707            .fetch_update(Ordering::Release, Ordering::Acquire, |_| Some(0))
708            .unwrap();
709        (result_count, result)
710    }
711
712    fn is_empty(&self) -> bool {
713        self.count() == 0
714    }
715
716    fn count(&self) -> usize {
717        self.count.load(Ordering::Acquire)
718    }
719
720    fn on_notify(&self, on_notify: impl FnOnce(SeriesBufferGuard)) {
721        let mut points_lock = self.points.lock();
722        // concurrency bug without this - the buffer could have been emptied since we
723        // checked the count, so this will wait forever & block any new points from entering
724        if !points_lock.is_empty() {
725            self.condvar.wait(&mut points_lock);
726        } else {
727            debug!("buffer emptied since last check, skipping condvar wait");
728        }
729        on_notify(SeriesBufferGuard {
730            sb: points_lock,
731            count: &self.count,
732        });
733    }
734
735    fn notify(&self) -> bool {
736        self.condvar.notify_one()
737    }
738}
739
740fn batch_processor(
741    running: Arc<AtomicBool>,
742    points_buffer: Arc<SeriesBuffer>,
743    request_chan: crossbeam_channel::Sender<(WriteRequestNominal, usize)>,
744    max_request_delay: Duration,
745) {
746    loop {
747        debug!("starting processor loop");
748        if points_buffer.is_empty() {
749            if !running.load(Ordering::Acquire) {
750                debug!("batch processor thread exiting due to running flag");
751                drop(request_chan);
752                break;
753            } else {
754                debug!("empty points buffer, waiting");
755                thread::park_timeout(max_request_delay);
756            }
757            continue;
758        }
759        let (point_count, series) = points_buffer.take();
760
761        if points_buffer.notify() {
762            debug!("notified one waiting thread after clearing points buffer");
763        }
764
765        let write_request = WriteRequestNominal { series };
766
767        if request_chan.is_full() {
768            debug!("ready to queue request but request channel is full");
769        }
770        let rep = request_chan.send((write_request, point_count));
771        debug!("queued request for processing");
772        if rep.is_err() {
773            error!("failed to send request to dispatcher");
774        } else {
775            debug!("finished submitting request");
776        }
777
778        thread::park_timeout(max_request_delay);
779    }
780    debug!("batch processor thread exiting");
781}
782
783impl Drop for NominalDatasetStream {
784    fn drop(&mut self) {
785        debug!("starting drop for NominalDatasetStream");
786        self.running.store(false, Ordering::Release);
787        loop {
788            let count = self.unflushed_points.load(Ordering::Acquire);
789            if count == 0 {
790                break;
791            }
792            debug!(
793                "waiting for all points to be flushed before dropping stream, {count} points remaining",
794            );
795            // todo: reduce this + give up after some maximum timeout is reached
796            thread::sleep(Duration::from_millis(50));
797        }
798    }
799}
800
801fn request_dispatcher<C: WriteRequestConsumer + 'static>(
802    running: Arc<AtomicBool>,
803    unflushed_points: Arc<AtomicUsize>,
804    request_rx: crossbeam_channel::Receiver<(WriteRequestNominal, usize)>,
805    consumer: Arc<C>,
806) {
807    let mut total_request_time = 0;
808    loop {
809        match request_rx.recv() {
810            Ok((request, point_count)) => {
811                debug!("received writerequest from channel");
812                let req_start = Instant::now();
813                match consumer.consume(&request) {
814                    Ok(_) => {
815                        let time = req_start.elapsed().as_millis();
816                        debug!("request of {} points sent in {} ms", point_count, time);
817                        total_request_time += time as u64;
818                    }
819                    Err(e) => {
820                        error!("Failed to send request: {e:?}");
821                    }
822                }
823                unflushed_points.fetch_sub(point_count, Ordering::Release);
824
825                if unflushed_points.load(Ordering::Acquire) == 0 && !running.load(Ordering::Acquire)
826                {
827                    info!("all points flushed, closing dispatcher thread");
828                    // notify the processor thread that all points have been flushed
829                    drop(request_rx);
830                    break;
831                }
832            }
833            Err(e) => {
834                debug!("request channel closed, exiting dispatcher thread. info: '{e}'");
835                break;
836            }
837        }
838    }
839    debug!(
840        "request dispatcher thread exiting. total request time: {}",
841        total_request_time
842    );
843}
844
845fn points_len(points_type: &PointsType) -> usize {
846    match points_type {
847        PointsType::DoublePoints(points) => points.points.len(),
848        PointsType::StringPoints(points) => points.points.len(),
849        PointsType::IntegerPoints(points) => points.points.len(),
850        PointsType::Uint64Points(points) => points.points.len(),
851        PointsType::ArrayPoints(points) => match &points.array_type {
852            Some(ArrayType::DoubleArrayPoints(points)) => points.points.len(),
853            Some(ArrayType::StringArrayPoints(points)) => points.points.len(),
854            None => 0,
855        },
856        PointsType::StructPoints(points) => points.points.len(),
857    }
858}