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feast-ci-bot merged 1 commit into from
Feb 9, 2023
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feat: Add Rockset as an OnlineStore #3405

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1 change: 1 addition & 0 deletions docs/SUMMARY.md
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Expand Up @@ -96,6 +96,7 @@
* [PostgreSQL (contrib)](reference/online-stores/postgres.md)
* [Cassandra + Astra DB (contrib)](reference/online-stores/cassandra.md)
* [MySQL (contrib)](reference/online-stores/mysql.md)
* [Rockset (contrib)](reference/online-stores/rockset.md)
* [Providers](reference/providers/README.md)
* [Local](reference/providers/local.md)
* [Google Cloud Platform](reference/providers/google-cloud-platform.md)
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4 changes: 4 additions & 0 deletions docs/reference/online-stores/README.md
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Expand Up @@ -42,3 +42,7 @@ Please see [Online Store](../../getting-started/architecture-and-components/onli
[mysql.md](mysql.md)
{% endcontent-ref %}

{% content-ref url="mysql.md" %}
[rockset.md](rockset.md)
{% endcontent-ref %}

38 changes: 38 additions & 0 deletions docs/reference/online-stores/rockset.md
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# Rockset (contrib)

## Description

In Alpha Development.

The [Rockset](https://rockset.com/demo-signup/) online store provides support for materializing feature values within a Rockset collection for serving online features in real-time.

* Each document is uniquely identified by its '_id' value. Repeated inserts into the same document '_id' will result in an upsert.

Rockset indexes all columns allowing for quick per feature look up and also allows for a dynamic typed schema that can change based on any new requirements. ApiKeys can be found in the console
along with host urls which you can find in "View Region Endpoint Urls".

Data Model Used Per Doc

```
{
"_id": (STRING) Unique Identifier for the feature document.
<key_name>: (STRING) Feature Values Mapped by Feature Name. Feature
values stored as a serialized hex string.
....
"event_ts": (STRING) ISO Stringified Timestamp.
"created_ts": (STRING) ISO Stringified Timestamp.
}
```


## Example

```yaml
project: my_feature_app
registry: data/registry.db
provider: local
online_stores
type: rockset
apikey: MY_APIKEY_HERE
host: api.usw2a1.rockset.com
```
21 changes: 21 additions & 0 deletions sdk/python/docs/source/feast.infra.online_stores.contrib.rockset_online_store.rst
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feast.infra.online\_stores.contrib.rockset\_online\_store package
=================================================================

Submodules
----------

feast.infra.online\_stores.contrib.rockset\_online\_store.rockset module
------------------------------------------------------------------------

.. automodule:: feast.infra.online_stores.contrib.rockset_online_store.rockset
:members:
:undoc-members:
:show-inheritance:

Module contents
---------------

.. automodule:: feast.infra.online_stores.contrib.rockset_online_store
:members:
:undoc-members:
:show-inheritance:
9 changes: 9 additions & 0 deletions sdk/python/docs/source/feast.infra.online_stores.contrib.rst
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Expand Up @@ -10,6 +10,7 @@ Subpackages
feast.infra.online_stores.contrib.cassandra_online_store
feast.infra.online_stores.contrib.hbase_online_store
feast.infra.online_stores.contrib.mysql_online_store
feast.infra.online_stores.contrib.rockset_online_store

Submodules
----------
Expand Down Expand Up @@ -54,6 +55,14 @@ feast.infra.online\_stores.contrib.postgres\_repo\_configuration module
:undoc-members:
:show-inheritance:

feast.infra.online\_stores.contrib.rockset\_repo\_configuration module
----------------------------------------------------------------------

.. automodule:: feast.infra.online_stores.contrib.rockset_repo_configuration
:members:
:undoc-members:
:show-inheritance:

Module contents
---------------

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