From 3bcefbdbeebc359c7db4798c216147595e044407 Mon Sep 17 00:00:00 2001 From: Sergey Bondarenco Date: Thu, 31 Oct 2024 21:54:31 +0200 Subject: [PATCH] ray-haystack integration (#278) * ray-haystack integration * Code review suggestions --- images/ray-pipeline-concurrent.gif | Bin 0 -> 731229 bytes integrations/ray.md | 350 +++++++++++++++++++++++++++++ logos/ray.png | Bin 0 -> 59958 bytes 3 files changed, 350 insertions(+) create mode 100644 images/ray-pipeline-concurrent.gif create mode 100644 integrations/ray.md create mode 100644 logos/ray.png diff --git a/images/ray-pipeline-concurrent.gif b/images/ray-pipeline-concurrent.gif new file mode 100644 index 0000000000000000000000000000000000000000..5f53a0b2e13fc8e54447c839775dc7e9271d9d86 GIT binary patch literal 731229 zcmW)mWmFX2(|}i`Q(C%~?(VK7r52EGiKRn91f--{8b!L7h9#sMqy$7*TDn6z7WVzU z|8Muqxp!vHJu`F8Gc)QMY7&yR0x#3iZW#mt000mG0096H000UAzySaR0D%0T6bJ-> zfB*;(00jczKmY;=K>qJ45Ci~$01yxW3If1E00ant{NH;Z1OS2nAP@i)0)RsR2nYcA 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z=x0dfa!C1oKin9r+o?W%MpyG01<`Fr(v=QC}u8S=(MH@3UFteIqIu1!rANQmF7 zYsGP^nx|kN`m&38h}$~co`OxoL+&T9bFkiHC^%eMij|QVXrN%Rii4Gd|?TyVv$y%0*7wqaFuw91!sl| zSwu)5A66BOncilk$BWfNqfK9kD+xU)!s;8A`;<;U*ccqKSx*(`>mkV{x+4*L#S-V& zYR9!lkO6zmxX8aV1jV4 zTM7y!#Zz@jrq`jjMa+cWNI6upC{#FkMj>h0e5IeN7CIUy2~JG&=ph()dw7O=UkR#9 zhhZutei#lQ-dmwsXGklCOhCdrA#rG2JB3jS{cXs6O7~S{1KVGvkj3dRj&5MxQH6 zW88)|AKlE3!_;O6njNz)iBMeA!>CM;k9!osueVdG=DDhIteb1EK^&iUsDFHd?hXNc zvB(W4OluMz-(xv{L{X=x*8v?GT695e)B5TJe6sbBz-7CH*LAZZ(uq$>`p)^a>Aaa_ z+@AVA+N8{LQyuMCDwJ8!)aMq$3-6s)zAeTySn*8~R4f!CFZp}Q)OyJSJ{e6)7>hi` zxAn>?nVm|pmL)sij;4=29o(XC)uGrpXkmgH1_moqBDcBii@e> z^G`7;hy)}CawP$QXF=rP&EPZ0TstrWpKf7XV4gjML&0AzK1kY;e7j*oVSI3bJ1eig z_#Tmvq6a)`=mss*`Iaa8GVgrLbA2VYNUf<9A+dFahTuPSEKv3V-$_hTL{+#-utLCx zr}({=NoUR6Q+(z1?@@Jxrx+v9bDZ!L)7a)n7n{et$&jg^grS(WmvgFH;MenOA{(;o z;@REy8gfLqMpDR#?z_p>WPd_DK`$+CM+Ih09Vhgu39h>Mwp!$=`KMSxDUX&q{cN9C z$QBI3+QdSoOw^hiTADFdTrY85P5RVk?jgA2N!g **Note** +> The `ray-haystack` package will install both `haystack-ai` and `ray` as transitive dependencies. The minimum supported version of haystack is `2.6.0`. + +If you would like to see [Ray dashboard](https://docs.ray.io/en/latest/ray-observability/getting-started.html) when starting Ray cluster locally, install Ray as follows: + +```shell +pip install -U "ray[default]" +pip install ray-haystack +``` + +While pipeline is running locally, access the dashboard in the browser at [http://localhost:8265](http://localhost:8265). + +## Usage + +### Start with an example + +Once `ray-haystack` is installed, let's demonstrate how it works by running a simple example. + +We will build a pipeline that fetches RSS news headlines from the list of given URLs and converts each headline to a `Document` with content equal to the headline title. We then ask LLM (`OpenAIGenerator`) to create a news summary from the list of converted Documents, given a prompt `template`. + +```python +import io +import os +from typing import List, Optional +from xml.etree.ElementTree import parse as parse_xml + +import ray # Import ray +from haystack import Document, component +from haystack.components.builders import PromptBuilder +from haystack.components.fetchers import LinkContentFetcher +from haystack.components.generators import OpenAIGenerator +from haystack.components.joiners import DocumentJoiner +from haystack.dataclasses import ByteStream + +from ray_haystack import RayPipeline # Import RayPipeline (instead of `from haystack import Pipeline`) + +# Please introduce your OpenAI Key here +os.environ["OPENAI_API_KEY"] = "You OpenAI Key" + +@component +class XmlConverter: + """ + Custom component which parses given RSS feed (from ByteStream) and extracts values by a + given XPath, e.g. ".//channel/item/title" will find "title" for each RSS feed item. + A Document is created for each extracted title. The `category` attribute can be used as + an additional metadata field. + """ + + def __init__(self, xpath: str = ".//channel/item/title", category: Optional[str] = None): + self.xpath = xpath + self.category = category + + @component.output_types(documents=List[Document]) + def run(self, sources: List[ByteStream]): + documents: List[Document] = [] + for source in sources: + xml_content = io.StringIO(source.to_string()) + documents.extend( + Document(content=elem.text, meta={"category": self.category}) + for elem in parse_xml(xml_content).findall(self.xpath) # noqa: S314 + if elem.text + ) + return {"documents": documents} + +template = """ +Given news headlines below provide a summary of what is happening in the world right now in a couple of sentences. +You will be given headline titles in the following format: ": ". +When creating summary pay attention to common news headlines as those could be most insightful. + +HEADLINES: +{% for document in documents %} + {{ document.meta["category"] }}: {{ document.content }} +{% endfor %} + +SUMMARY: +""" + +# Create instance of Ray pipeline +pipeline = RayPipeline() + +pipeline.add_component("tech-news-fetcher", LinkContentFetcher()) +pipeline.add_component("business-news-fetcher", LinkContentFetcher()) +pipeline.add_component("politics-news-fetcher", LinkContentFetcher()) +pipeline.add_component("tech-xml-converter", XmlConverter(category="tech")) +pipeline.add_component("business-xml-converter", XmlConverter(category="business")) +pipeline.add_component("politics-xml-converter", XmlConverter(category="politics")) +pipeline.add_component("document_joiner", DocumentJoiner(sort_by_score=False)) +pipeline.add_component("prompt_builder", PromptBuilder(template=template)) +pipeline.add_component("generator", OpenAIGenerator()) # "gpt-4o-mini" is the default model + +pipeline.connect("tech-news-fetcher", "tech-xml-converter.sources") +pipeline.connect("business-news-fetcher", "business-xml-converter.sources") +pipeline.connect("politics-news-fetcher", "politics-xml-converter.sources") +pipeline.connect("tech-xml-converter", "document_joiner") +pipeline.connect("business-xml-converter", "document_joiner") +pipeline.connect("politics-xml-converter", "document_joiner") +pipeline.connect("document_joiner", "prompt_builder") +pipeline.connect("prompt_builder", "generator.prompt") + +# Draw pipeline and save it to `pipe.png` +# pipeline.draw("pipe.png") + +# Start local Ray cluster +ray.init() + +# Prepare pipeline inputs by specifying RSS urls for each fetcher +pipeline_inputs = { + "tech-news-fetcher": { + "urls": [ + "https://www.theverge.com/rss/frontpage/", + "https://techcrunch.com/feed", + "https://cnet.com/rss/news", + "https://wired.com/feed/rss", + ] + }, + "business-news-fetcher": { + "urls": [ + "https://search.cnbc.com/rs/search/combinedcms/view.xml?partnerId=wrss01&id=10001147", + "https://www.business-standard.com/rss/home_page_top_stories.rss", + "https://feeds.a.dj.com/rss/WSJcomUSBusiness.xml", + ] + }, + "politics-news-fetcher": { + "urls": [ + "https://search.cnbc.com/rs/search/combinedcms/view.xml?partnerId=wrss01&id=10000113", + "https://rss.nytimes.com/services/xml/rss/nyt/Politics.xml", + ] + }, +} + +# Run pipeline with inputs +result = pipeline.run(pipeline_inputs) + +# Print response from LLM +print("RESULT: ", result["generator"]["replies"][0]) +``` + +Key takeways from the example: + +- import `ray` module +- import `RayPipeline` (from `ray_haystack`) instead of `Pipeline` class from `haystack` +- before running the pipeline, start [local ray cluster](https://docs.ray.io/en/latest/ray-core/starting-ray.html#start-ray-init) with explicit `ray.init()` call + +Under the hood, `RyaPipeline` creates actors for each component in the pipeline and runs it in a distributed manner until no components are left to run. By default, `RyaPipeline` blocks until the pipeline finishes its execution. + +### Read pipeline events + +In some cases, you would want to react asynchronously to particular pipeline execution points: + +- when pipeline starts +- before component runs +- after component finishes +- after pipeline finishes + +Internally, `RayPipeline` creates an instance of [Ray Queue](https://docs.ray.io/en/latest/ray-core/api/doc/ray.util.queue.Queue.html) where such events are stored and can be consumed. + +Except for the standard `run` method, `RayPipeline` provides a method called `run_nowait`, which returns pipeline execution results without blocking current logic. We can use `run_nowait` to iterate over pipeline events, e.g. + +```python +result = pipeline.run_nowait(pipeline_inputs) + +for pipeline_event in result.pipeline_events_sync(): + print( + f"\n>>> [{pipeline_event.time}] Source: {pipeline_event.source} | Type: {pipeline_event.type} | Data={pipeline_event.data}" + ) +``` + +### Component Serialization + +If you run native Haystack pipeline locally, the components remain in the same python process, and there is no reason to care about the distributed setup. When RayPipeline runs in a distributed manner, it should be able to [serialize](https://docs.ray.io/en/latest/ray-core/objects/serialization.html) components before they end up in a remote task or actor. + +The `ray-haystack` package relies on Haystack's standard `to_dict` and `from_dict` methods to serialize and deserialize components, respectively. +Please refer to the main [documentation](https://github.com/prosto/ray-haystack?tab=readme-ov-file#component-serialization) for a detailed explanation and features that handle edge cases. + +### DocumentStore with Ray + +When you use [InMemoryDocumentStore](https://docs.haystack.deepset.ai/docs/inmemorydocumentstore) or any DocumentStore which runs in memory with `RayPipeline`, you will stumble upon an apparent issue: in a distributed environment, these document stores running in memory will fail to operate as components that reference the store will not point to a single instance but rather a copy of it. + +`ray-haystack` package provides a wrapper around `InMemoryDocumentStore` by implementing a proxy pattern so that only a single instance of `InMemoryDocumentStore` across Ray cluster is present. With that, components can share a single store. Use `RayInMemoryDocumentStore`, `RayInMemoryEmbeddingRetriever` or `RayInMemoryBM25Retriever` in case you need in-memory document store in your Ray pipelines. + +### RayPipeline Settings + +When an actor is created in Ray, we can control its behavior by providing certain [settings](https://docs.ray.io/en/latest/ray-core/api/doc/ray.actor.ActorClass.options.html). + +`ray-haystack` provides means to configure pipeline Actors with the help of `RayPipelineSettings` dictionary: + +```python +from typing import Any, Dict + +from ray_haystack import RayPipeline, RayPipelineSettings + +settings: RayPipelineSettings = { + "common": { + "actor_options": { + "namespace": "haystack", # common namespace name for all actors + } + }, + "components": { + "per_component": { + "generator": { + "actor_options": { + "num_cpus": 2, # component specific CPU resource requirement + } + } + } + }, +} + +# Option 1 - Pass settings through pipeline's metadata +pipeline = RayPipeline(metadata={"ray": settings}) + +pipeline_inputs: Dict[str, Any] = {} + +# Option 2 - Pass settings when in the `run` method +pipeline.run(pipeline_inputs, ray_settings=settings) +``` + +### Middleware + +Sometimes it might be useful to let custom logic run before and after component actor runs the component. + +It is possible to build custom middleware: + +```python +from typing import Any, Literal + +import ray +from haystack.components.fetchers import LinkContentFetcher + +from ray_haystack import RayPipeline, RayPipelineSettings +from ray_haystack.middleware import ComponentMiddleware, ComponentMiddlewareContext +from ray_haystack.serialization import worker_asset + +ray.init() + +@worker_asset +class TraceMiddleware(ComponentMiddleware): + def __init__(self, capture: Literal["input", "output", "input_and_output"] = "input_and_output"): + self.capture = capture + + def __call__(self, component_input, ctx: ComponentMiddlewareContext) -> Any: + print(f"Tracer: Before running component '{ctx['component_name']}' with inputs: '{component_input}'") + + outputs = self.next(component_input, ctx) + + print(f"Tracer: After running component '{ctx['component_name']}' with outputs: '{outputs}'") + + return outputs + +pipeline = RayPipeline() +pipeline.add_component("cocktail_fetcher", LinkContentFetcher()) + +settings: RayPipelineSettings = { + "components": { + "per_component": { + # Middleware applies only to "cocktail_fetcher" component + "cocktail_fetcher": { + "middleware": { + "trace": {"type": "__main__.TraceMiddleware"}, + }, + }, + } + }, +} + +response = pipeline.run( + { + "cocktail_fetcher": {"urls": ["https://www.thecocktaildb.com/api/json/v1/1/random.php"]}, + }, + ray_settings=settings, +) +``` + +## Resources + +- The full documentation is available in the [repository](https://github.com/prosto/ray-haystack/tree/main) +- Explore more advanced examples: + - [Trace Haystack Pipelines in Browser](https://github.com/prosto/ray-haystack/blob/main/examples/pipeline_watch/README.md) + - [Running Haystack Pipeline on Kubernetes](https://github.com/prosto/ray-haystack/blob/main/examples/pipeline_kubernetes/README.md) + - [Run pipeline with detached component actors](https://github.com/prosto/ray-haystack/tree/main/examples/pipeline_detached_actors) +- [Learn more about Ray](https://docs.ray.io/en/latest/ray-overview/getting-started.html) + +## License + +`ray-haystack` is distributed under the terms of the [MIT](https://spdx.org/licenses/MIT.html) license. diff --git a/logos/ray.png b/logos/ray.png new file mode 100644 index 0000000000000000000000000000000000000000..2ac0f99c80b3e70c28286f134374afa5fd7d823d GIT binary patch literal 59958 zcmeEu_d6B*ANNt35}_y}WS1EdaTk$Y*_p{m_THo1B1G9+3&|c?$0}q~$zIvXKIGV* z_Xpkg_kR9^=enLBx?IlrjQ4!K*GErpDM%3?J#!R;!4ON|l(>Vz93aJD2+a>4gikK2 znQ&n+UKnYKYsyYK)BVm-1{&Hd8w1!^lqDuHAFlmHb?PMP^G6HzRzmMCgs{mb5ppIS zW?=9OI?TJT-0R8}aid?UI8|*XzjQl#KBk7lO&H07Q-x$U2ltWEiyI2tf~blX}H5plz^bKo2mHx}JniYEf61~(avfgB9xdn)11&scT>^s_Qq 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