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Original file line number Diff line number Diff line change
Expand Up @@ -100,6 +100,7 @@ A time series data stream works like a regular data stream, with some key differ
* **Dimension-based routing:** The routing logic uses dimension fields to map all data points of a time series to the same shard, improving storage efficiency and query performance. Duplicate data points are rejected.
* **Sorting:** A TSDS uses internal [index sorting](elasticsearch://reference/elasticsearch/index-settings/sorting.md) to order shard segments by `_tsid` and `@timestamp`, for better compression. Time series data streams do not use `index.sort.*` settings.
* **Source field:** A TSDS uses [synthetic `_source`](elasticsearch://reference/elasticsearch/mapping-reference/mapping-source-field.md#synthetic-source), and as a result is subject to some [restrictions](elasticsearch://reference/elasticsearch/mapping-reference/mapping-source-field.md#synthetic-source-restrictions) and [modifications](elasticsearch://reference/elasticsearch/mapping-reference/mapping-source-field.md#synthetic-source-modifications) applied to the `_source` field.
* {applies_to}`stack: ga 9.3` **Doc value Skippers:** A TSDS enables [docvalue skippers](elasticsearch://reference/elasticsearch/mapping-reference/doc-values.md#doc-values-skippers) on its `_tsid`, `@timestamp`, [dimension](#time-series-dimension), and [metric](#time-series-metric) fields. Because `tsid` and `@timestamp` are part of the index sort, the skippers allow {{es}} to avoid building backing indexes for these fields, meaning lower disk usage and faster ingest speed.

## Query time series data
```{applies_to}
Expand All @@ -114,4 +115,4 @@ You can use the {{esql}} [`TS` command](elasticsearch://reference/query-language
* Try the [quickstart](/manage-data/data-store/data-streams/quickstart-tsds.md) for a hands-on introduction
* [Set up a time series data stream](/manage-data/data-store/data-streams/set-up-tsds.md)
* [Ingest data using the OpenTelemetry Protocol (OTLP)](/manage-data/data-store/data-streams/tsds-ingest-otlp.md)
* Learn about [downsampling](/manage-data/data-store/data-streams/downsampling-time-series-data-stream.md) to reduce storage footprint
* Learn about [downsampling](/manage-data/data-store/data-streams/downsampling-time-series-data-stream.md) to reduce storage footprint
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