From 02c30220d6a2a34425b33fc25490a3520d748282 Mon Sep 17 00:00:00 2001 From: Luke Steensen Date: Wed, 1 Jul 2020 15:23:55 -0500 Subject: [PATCH] chore: Architecture Revisit RFC (#2855) Signed-off-by: Luke Steensen --- rfcs/2020-06-18-2625-architecture-revisit.md | 504 ++++++++++++++++++ .../combined.png | Bin 0 -> 105193 bytes 2 files changed, 504 insertions(+) create mode 100644 rfcs/2020-06-18-2625-architecture-revisit.md create mode 100644 rfcs/2020-06-18-2625-architecture-revisit/combined.png diff --git a/rfcs/2020-06-18-2625-architecture-revisit.md b/rfcs/2020-06-18-2625-architecture-revisit.md new file mode 100644 index 0000000000000..a9b3fd14a30d0 --- /dev/null +++ b/rfcs/2020-06-18-2625-architecture-revisit.md @@ -0,0 +1,504 @@ +# RFC #2625 - Architecture Rework + +## Motivation + +With the potential for nearly unlimited scope creep, it's important to lay out +specific goals for this RFC and tie them directly to actions. + +### Core goals + +The following goals are the fundamental motivations for taking on this project. +Any proposed course of actions should be sure to address them all thoroughly. + +#### Performance via concurrency + +First and foremost, the changes resulting from this RFC should enable +significant performance improvements by unlocking better concurrency. Many +configurations currently bottleneck on a single transform due to the way we give +each component a single task. + +We also should make sure that our solution here scales down as well as it scales +up. Vector should strive to have as small a footprint as possible when it is not +under high load and use resources only as needed. As much as possible, we do not +want to require users to configure things like thread pool sizes based on their +expected load. + +#### Modular topology building + +Topology building and reloading is some of the most complex logic in the Vector +codebase. In order to support the additional complexity of concurrency, we need +to make a concerted effort to simplify and modularize as much as possible. +Adding concurrency cannot come at the cost of maintainability. + +We have also seen multiple bugs reported around edge cases of topology +reloading. This is a good time to reconsider our strategy for that functionality +and decide if we could simplify while maintaining the most important user-facing +benefits. + +#### Improved quality and consistency + +In the early days of Vector's development, we deliberately resisted introducing +much overarching structure. With our limited knowledge of what Vector would +become, we wanted to avoid introducing anything that would turn out to be [the +wrong +abstraction](https://www.sandimetz.com/blog/2016/1/20/the-wrong-abstraction). + +At the current stage of the project, however, we have more than enough +information to make informed decisions and the lack of structure is proving to +be burden both for maintenance and onboarding new contributors. It's time to +take what we've learned and put into place concrete patterns that make our code +more consistent, less duplicative, and more strict in enforcing correct +behavior. + +### Stretch goals + +In addition to the goals above, there are a few enhancements we should keep in +mind while doing this design work. We don't necessarily seek to accomplish them +as part of the same work, but we should help to lay the groundwork to make them +possible and ensure we don't paint ourselves into a corner where they become +overly difficult to accomplish later. + +#### Better branching + +We currently have a swimlanes transform that allows users to encode logical +branching. This is a very valuable feature but had to be shoehorned into our +existing topology model. Implementation-wise, it's not actually a transform at +all, but a macro that expands to multiple transforms. While this is clever and +useful, it is far from optimal in terms of complexity, performance, etc. With +our work on the topology system, we should think about ways to support this more +directly in the future. + +#### End-to-end acknowledgement + +For certain sources like Kafka, Vector's usefulness would be dramatically +improved with the ability to precisely acknowledge messages once they have been +fully processed. This would provide far more meaningful guarantees against data +loss than we are able to provide today. + +We currently provide a way for sinks to propagate acknowledgements back to their +disk buffer, but a real solution to this problem would need to span the entire +pipeline. This also opens up questions about acknowledging messages that fan out +to multiple sinks, etc. + +#### Multi-tenancy and hosted environments + +Vector was designed to be run continuously on a single host in a single +organization's infrastructure. While this will like always be our primary use +case, a few others have come up that would be beneficial to enable. + +One is multi-tenancy. What would it look like for a Vector process to support +not just one topology, but many, across many organizations? This would likely +push topologies to be more data-like and less physical collections of running +tasks. Credential management would likely be a challenge. + +A closely related concern is the runtime behavior in a hosted HTTP-based +environment. Instead of immediately returning and continuously processing +events, it would make sense for incoming batches to be fully processed and sent +upstream before responding with 200 OK. + +## Proposal + +In short, we should address these issues by decoupling our user-facing model of +sources, transforms, and sinks from our internal runtime task layout. While +there is still plenty we can do to improve straight-line performance, the most +dramatic gains will come from organizing work more intelligently. + +As an analogy, consider a system like PostgreSQL. The user-facing model of +relatively simple operators (e.g. `SELECT`, `WHERE`, `JOIN`) is transformed +into a much more specific, optimized query plan. Predicates from a `WHERE` +clause are pushed down, the theoretical `JOIN` becomes a concrete hash join, +merge join, or nested loop, etc, etc. Vector will not need the same level of +sophistication as PostgreSQL's query planner and optimizer, but the idea of +processing user input into an intelligent execution plan is the same. + +Concretely, this will affect both the internal design of our components as well +as the way that we combine them into topologies. + +### Component Design + +Our current component designs are extremely bare-bones and reflect the way that +we directly turn them into physical tasks. To be able to plan more +intelligently, we'll need a larger, more precise vocabulary. + +#### Sources + +Of all the component types in Vector, sources are the least effected by this +proposal. They are currently modeled as essentially a bare `Task` that is given +an output channel. This reflects the wide variety of source implementations, +from HTTP servers to file tailing to stdin. + +The only thing we seek to change with this proposal is the implementation of the +output channel. Instead of a literal concrete channel sender, sources will +receive an implementation of a new `Push` trait (similar to the one in the +[`timely_communication` +crate](https://docs.rs/timely_communication/0.11.1/timely_communication/trait.Push.html). +The API will be roughly the same as before, but give us more flexibility in +implementation behind the scenes. + +#### Transforms + +Transforms are currently represented by a single trait with three methods +(`transform`, `transform_into`, and `transform_stream`). These methods roughly +represent different levels of capabilities and a given implementation should +really only use one of them. + +With this change, we will break up the singular `Transform` trait into a number +of different traits that directly represent these various capabilities (as well +as some new ones). Initially, the biggest differentiators will be: + +1. Persistent state / ordering +2. Ability to produce events independently of incoming events + +The first is currently implicit and we assume all transforms could be accumulate +state and require strict ordering for correct execution. Since we currently use +literal serial execution, this is supported by default. + +The second was the original impetus for `transform_stream`. This determines +whether a transform can be a simple function like `map` or `filter`, or if it +needs to be its own task that can be scheduled independently. Currently all +transforms are run as a task either way, and this is just a matter of +implementation convenience. + +Our model of transforms will adapt into something like the following pseudocode: + +```rust +trait TransformConfig { + async fn build(&self) -> Transform +} + +enum Transform { + Fn(TransformFn), + StatefulFn(TransformFn), + Task(TransformTask), +} + +trait TransformFn { + fn transform(&mut self, event: Event) -> Option; +} + +trait TransformTask { + fn transform(self, stream: Stream) -> Stream; +} +``` + +Instead of `build` returning a single opaque transform that always gets run as +its own task, we have the ability to differentiate between different types of +transforms. This gives us the option to treat them differently during topology +construction. + +#### Sinks + +Sinks are where we've had the most luck introducing reusable abstractions so +far. They also don't currently appear to be much of a performance bottleneck, so +the concerns here are somewhat independent of (or at least not as urgent as) +those above. + +The most obvious problem with our current sinks is that we directly reuse the +`Sink` trait from the `0.1` version of the `futures` crate. This will obviously +need to change before we can complete our transition to the `0.3` version of +`futures`. + +One option would be to simply transition to the `0.3` version of the trait, but +that is undesirable for a number of reasons. First, the new version is +significantly more complex. Second, there is a general sentiment in the +community that the trait is not worth the complexity and is unlikely to be +stabilized in the way that others have. + +Instead, we should migrate towards our own type that both insulates us from this +ecosystem uncertainty and more closely aligns with our specific needs. + +```rust +trait SinkConfig { + async fn build(&self) -> Result; +} + +enum Sink { + Streaming(StreamingSink), + Service(ServiceSink), + OldAndBad(futures01::Sink), +} + +impl Sink { + async fn run(self, input: Stream) -> Result<()> { + ... + } +} +``` + +Again, this is just pseudocode, but it illustrates a couple of important points: + +1. There are a number of types of sinks that can differ in implementation details +2. We provide a simple, unified, stream-based interface to drive all of them + +The most important benefit here is that we don't need to rewrite everything at +once to move to a new style. You can simply wrap `Sink::OldAndBad` around +existing implementation and upgrade them later one at a time. + +Another important point is that we've decoupled the topology-level API from the +implementation-level API. This means we can start with something simple like the +`run` method above, and later move towards something more sophisticated without +necessarily touching every individual component. + +Once this seam is established, the next most important abstraction is +`ServiceSink`. We have something similar right now in `BatchSink`, but we've +begun to see limitations of that design. A full proposal is outside of the scope +of this RFC, but future work should explore the relationship between batching, +encoding, and request building. Their separation in the current design appears +to be the cause of some limitations and there's likely an improvement to be made +by evaluating and adjusting to their mutual dependencies. + +### Topology design + +With the above component changes in place, we'll gain some flexibility in how we +build topologies. The goal will be, where possible, to consolidate stateless +transform-like processing into cloneable `Push` implementations that are passed +to sources in place of the current raw channels senders. This will effectively +"inline" this logic into the source task, allowing it to execute with the +natural concurrency of a given source (e.g. per connection). + +#### Runtime task layout + +For example, consider a Vector configuration with a TCP syslog source, grok +parser, rename fields transform, and Cloudwatch logs sink. With our existing +design, each of those components exists as a single independent task, connected +together with channels. While simple, this leads to the whole pipeline being +limited by the single-threaded throughput of the slowest component. + +In the new design, we take advantage of the fact that all of the transform work +for this config is perfectly parallelizable. Where the source would normally +clone a channel `Sender` for each incoming connection, it will now clone +a `Push` implementation called `Pipeline` (naming TBD) that does the +transformation work inline before forwarding the results directly to the sink. +This allows our CPU concurrency to scale up naturally with the natural +concurrency of the source. + +In an abstract sense, the goal of this change is to transition from a topology +of individual, heterogeneous tasks to one of many consolidated, homogeneous +tasks. Take for example the below topology: + +![Example topology](./2020-06-18-2625-architecture-revisit/combined.png) + +By shifting the stateless transforms up into the connection handling tasks, we +achieve significantly increased CPU concurrency for that computation. Transforms +that are stateful remain as their own tasks, but tend to come later in most +pipelines. + +#### Pipeline compilation + +This new approach is not applicable to all types of transforms, so we can't +naively combine all of them into a `Pipeline` and call it a day. A vital part of +this work will be introducing a compilation step in between config parsing and +topology construction. This step will take advantage of the increased visibility +provided by the new component designs to intelligently consolidate relevant +transforms and leave the rest as independent tasks. + +By traversing the configured topology graph outwards from each source, we can +identify the largest continuous set of nodes that are eligible to be +consolidated (e.g. are stateless transforms). We can then build those nodes into +a `Pipeline` to be attached to the source and adjust the remaining nodes' inputs +to hook into the output of the pipeline instead of an independent task. + +Given that Vector configurations have the potential to be quite complex, this +implementation will not be trivial. Luckily, it is very amenable to starting +simple and incrementally covering more and more cases over time. An initial +implementation of this compilation step could do something as simple as +expanding wildcards in `inputs` arrays or running our existing type checks. This +would allow us to carve out a spot without dealing with the full complexity, and +then slowly expand to optimizing straight-line graphs, then those with branches, +etc, etc. + +One particularly interesting piece of complexity is pipelines that fan out. This +would be the first case of a single task having multiple outputs. By ensuring +that our internal model supports this well, we can lay the groundwork for +branching as a user-facing feature. + +As we build out this compilation functionality, we should take the opportunity +to keep all the transformations as modular as possible. Similar to phases in +a traditional compiler, we can take the complex user input of our TOML config +and iteratively consolidate and lower it to a simpler representation. Each step +can be independently written and tested, and we can even make certain +optimizations opt-in experiments or configurable. + +## Prior art + +The idea of running full copies of the processing graph in each worker +thread/task comes from [timely +dataflow](https://www.youtube.com/watch?v=yOnPmVf4YWo), [Kafka +Streams](https://kafka.apache.org/25/documentation/streams/architecture#streams_architecture_threads), +and +[Logstash](https://www.elastic.co/guide/en/logstash/current/execution-model.html) +(to a lesser degree). In each case, the strategy was to increase throughput via +concurrency enabled by partitioning. Homogeneous workers help reduce complexity +of resource allocation, lower communication overhead, etc. + +Timely and Kafka Streams are both libraries rather than configurable tools, so +there was less to draw from in terms of dynamic topology building and/or +compilation. +[Logstash](https://github.com/elastic/logstash/blob/78c7204552d893fe176e516cd923bf0cc1f4d052/logstash-core/src/main/java/org/logstash/config/ir/ConfigCompiler.java), +on the other hand, is similarly configurable and has a whole compiler-like +infrastructure with IR, etc, to build what they call "datasets" (like our idea +of pipelines above). + +Some other interesting systems that I wasn't able to dig into as deeply are +[Materialize](https://github.com/MaterializeInc/materialize) and +[declarative-dataflow](https://github.com/comnik/declarative-dataflow). Both +build on top of timely dataflow, but do so in a way that computation is defined +at runtime instead of compile-time. There is likely some useful knowledge to be +gained by investigating how they build processing topologies at runtime. On the +other hand, both system focus significantly more on computation than Vector, +which focuses more on data movement. + +## Sales Pitch + +The changes proposed above put us in a much stronger architectural position +moving forward. The most important differences are focused on increasing the +amount of information available at runtime and allowing us to make more +intelligent decisions. Even if the specific implementation choice of pushing +transform into source tasks does not work out, the same interface changes would +allow alternative options (e.g. a threadpool) with no change to components +themselves. + +The concept of pipelines per source task gives us a concurrency model that +scales naturally with load while taking advantage of natural partitioning of the +data. It can be extended later with some user-facing idea of partitioning, but +we can start to reap the benefits of partitioning without putting that burden on +users. + +Sources with embedded pipelines will very quickly start to look like a single +topology node with multiple outputs. By modelling this specifically in our +internals, we have a natural place to start experimenting with programmable +control flow. This experience and groundwork will be invaluable if/when we +choose to add it as a user-facing feature. + +Formalizing the idea of a staged, compiler-like path from raw config files to +running topologies gives us the opportunity to clean up and better organize +a number of existing features. Environment variable interpolation, multiple +config files, type checking, etc are are examples of potential stages that could +be much better implemented in this framework. Other requested features like +snippets, input wildcards, etc would also be much easier to implement with this +in place. + +Introducing different types of sinks (e.g. streaming vs request-response) gives +us the opportunity to consolidate shared behavior from sinks of the same type. +Right now, service-based sinks all do their own work to build up middleware +stacks for rate limiting, retries, concurrency, etc. This could be pushed up +into topology building if we have enough information to differentiate these +sinks for those that do not need these wrapping layers. It also opens up the +possibility of using these sinks in alternative runtime setups, like a hosted +HTTP service. Instead of being wrapped in a `Sink` -like structure, services +could be called directly from an HTTP handler. + +## Drawbacks + +There are a number of downsides to the changes proposed here: + +1. We are adding both implementation complexity as well as increasing the size + of the mental model needed to understand Vector's behavior. + +2. It's possible that tying computational concurrency to source task concurrency + results will work well in some situations and work poorly in others. It adds + a significant level of variability to something that used to be relatively + consistent. This applies to both performance as well as memory use. + +3. Many of the benefits here will not come automatically. We'll need to make + sure that we keep the overall design in mind and make individual components + that work well with it. This applies particularly to sources that don't + currently run more than one task (e.g. file source, UDP-based sources, etc). + +4. It's not entirely clear how runtimes like Lua and WASM should fit into this + model. Their biggest benefit is the flexibility to do anything, which goes + against our strategy of limiting transform capability. They also have + relatively unknown memory requirements, which could make them unsuitable to + run potentially thousands of copies of in a high-concurrency server scenario. + The best solution here may be something like the Lua transform's hooks, which + we can inspect at runtime to determine the required capabilities. + +## Rationale and Alternatives + +The rationale for these changes is to give us the maximum amount of future +flexibility for the least amount of work. If we can isolate as much code as +possible from the effects of future changes, we should be in a good position to +move forward smoothly. + +The biggest alternative to doing this kind of reworking would be to stick with +the existing overall model and try to work things like concurrency into each +individual component. One example proposal along these lines was to have +transforms batch up events and spawn a new task to process them. This would +likely require some degree of similar changes in terms of defining types of +transforms, but would keep topology-level architecture untouched. + +Making fewer, less invasive changes would have the strong benefit of being +cheaper, but I worry that the improvements we'd be able to make with such +a limited view (i.e. only within a single component) would keep us rather +limited. + +When considering specifically the change to push transforms into source tasks, +there are a number of alternatives for getting that kind of concurrency. While +I believe that design has the most promise, one benefit of this proposal is that +it becomes an implementation detail. The other changes around component and +topology design should give us the freedom to experiment with different ways of +achieving concurrency under the hood. + +## Outstanding Questions + +1. Where do runtimes fit into the new model of transforms? + +2. Should we (and if so, how should we) add concurrency to components like the + file source and UDP-based socket and syslog? + +3. Should we limit the total amount of concurrency somehow? Is that possible + when it's tied directly to source tasks? + +4. How difficult will it be to represent configs with arbitrary branching in + a single `Pipeline` struct? + +5. How exactly should we model sources with pipelines as a component with + multiple outputs? + +6. How can we simplify the model of a running topology such that the code + managing them becomes simpler? Will consolidation into fewer tasks be enough + to see benefits? + +7. Will adding a compilation step complicate the config reload process? Will it + be enough to ensure the resulting struct be diff-able in the same way our + config is currently? + +## Plan of Attack + +The following can all begin in parallel: + +- [ ] Migrate `build` methods to be async + +- [ ] Introduce minimal `Sink` wrapper enum with single variant for `futures +0.1` sinks + +- [ ] Introduce minimal `Transform` wrapper enum with single `Task` variant + +- [ ] Introduce `Push` trait to be passed to sources, starting with existing +channel `Sender` as only implementation (alternatively, `Pipeline` enum if we +run into generics or object safety issues) + +- [ ] Organize existing ad-hoc config processing stages (env var interpolation, +multiple file support, type checking) into a more formal compiler design ready +to be extended + +With those basics in place, we can start to expand each of them: + +- [ ] Add additional `Sink` variants for streaming and services, still mapping +each back to a task + +- [ ] Add additional `Transform` variants for stateless and stateful fns, still +mapping each back to a task + +- [ ] Add new config processing stage to expand wildcards in `inputs`, ensuring +the model supports that kind of mutation without breaking existing stages + +From that point on, the work will be split into two separate workstreams: + +- [ ] Adjust relevant components to return a more specific version of their +`Sink` or `Transform` trait (straightforward, very parallelizable) + +- [ ] Move conversion into tasks out of `Sink` and `Transform` and into +a config compiler stage, and evolve to consolidate into pipelines where possible +instead of always transforming to tasks (more in-depth, single threaded dev +work) diff --git a/rfcs/2020-06-18-2625-architecture-revisit/combined.png b/rfcs/2020-06-18-2625-architecture-revisit/combined.png new file mode 100644 index 0000000000000000000000000000000000000000..1e74c76ca4a29acaf3fb364641eca44c01731afb GIT binary patch literal 105193 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