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[RFC] data_stream fields #980

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Nov 11, 2020
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# 0000: Data stream fields
<!-- Leave this ID at 0000. The ECS team will assign a unique, contiguous RFC number upon merging the initial stage of this RFC. -->

- Stage: **1 (proposal)** <!-- Update to reflect target stage. See https://elastic.github.io/ecs/stages.html -->
- Date: **TBD** <!-- The ECS team sets this date at merge time. This is the date of the latest stage advancement. -->

When introducing the new indexing strategy for Elastic Agent which uses data streams, we found that adding a few "constant_keyword" fields corresponding to the central components in the new indexing strategy would be advantagous.
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<!--
As you work on your RFC, use the "Stage N" comments to guide you in what you should focus on, for the stage you're targeting.
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<!--
Stage 0: Provide a high level summary of the premise of these changes. Briefly describe the nature, purpose, and impact of the changes. ~2-5 sentences.
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## Fields

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Stage 1: Describe at a high level how this change affects fields. Which fieldsets will be impacted? How many fields overall? Are we primarily adding fields, removing fields, or changing existing fields? The goal here is to understand the fundamental technical implications and likely extent of these changes. ~2-5 sentences.
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This RFC proposes to introduce a new fieldset called "data_stream". The fieldset consists of the following fields:
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Field | Mapping type | Description
----------|--------------|--------------
data_stream.type | constant_keyword | An overarching type for the data stream. Currently allowed values include "logs", "metrics". We expect to also add "traces" and "synthetics" in the near future
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data_stream.dataset | constant_keyword | A copy of event.dataset
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data_stream.namespace | constant_keyword | A user defined namespace. Namespaces are useful to allow grouping of data. Many people will use "default"
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Stage 2: Include new or updated yml field definitions for all of the essential fields in this draft. While not exhaustive, the fields documented here should be comprehensive enough to deeply evaluate the technical considerations of this change. The goal here is to validate the technical details for all essential fields and to provide a basis for adding experimental field definitions to the schema. Use GitHub code blocks with yml syntax formatting.
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Stage 3: Add or update all remaining field definitions. The list should now be exhaustive. The goal here is to validate the technical details of all remaining fields and to provide a basis for releasing these field definitions as beta in the schema. Use GitHub code blocks with yml syntax formatting.
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## Usage

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Stage 1: Describe at a high-level how these field changes will be used in practice. Real world examples are encouraged. The goal here is to understand how people would leverage these fields to gain insights or solve problems. ~1-3 paragraphs.
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Data stream fields are already in use in Elastic Agent. Leveraging fields allow users to filter by a specific data type (logs, metrics etc.), dataset (nginx.access, prometheus) or namespace. When querying for documents using one of the fields, Elasticsearch can use constant_keyword fields to quickly determine which indices are relevent to search.

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## Source data

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Stage 1: Provide a high-level description of example sources of data. This does not yet need to be a concrete example of a source document, but instead can simply describe a potential source (e.g. nginx access log). This will ultimately be fleshed out to include literal source examples in a future stage. The goal here is to identify practical sources for these fields in the real world. ~1-3 sentences or unordered list.
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Elastic Agent adds the the data_stream fields in all documents ingested.

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Stage 2: Included a real world example source document. Ideally this example comes from the source(s) identified in stage 1. If not, it should replace them. The goal here is to validate the utility of these field changes in the context of a real world example. Format with the source name as a ### header and the example document in a GitHub code block with json formatting.
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## Scope of impact

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* Usage mechanisms (e.g. Kibana applications, detections)
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## Concerns

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### Relation to event.* fields
Concerns have been raised about how these fields relate to the event fields. Specifically, event.type, event.kind, event.category etc. We didn't find a way to square this concern at the time and it was decided to move forward with the data_stream fields for now and consider them to be unrelated to the event fields. event.dataset and data_stream.dataset, however, should contain the same value.

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Stage 3: Document resolutions for all existing concerns. Any new concerns should be documented along with their resolution. The goal here is to eliminate the risk of churn and instability by resolving outstanding concerns.
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## Real-world implementations

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Stage 4: Identify at least one real-world, production-ready implementation that uses these updated field definitions. An example of this might be a GA feature in an Elastic application in Kibana.
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Elastic Agent already uses the data_stream fields.
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## People

The following are the people that consulted on the contents of this RFC.

* @roncohen | author, sponsor
* @ruflin | subject matter expert


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## References
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<!-- Insert any links appropriate to this RFC in this section. -->

### RFC Pull Requests

<!-- An RFC should link to the PRs for each of it stage advancements. -->

* Stage 1: https://github.com/elastic/ecs/pull/980

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