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Add SingleStore as an OnlineStore
Signed-off-by: Olha Kramarenko <okramarenko-ua@singlestore.com>
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‎Makefile‎

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not test_snowflake" \
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sdk/python/tests
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test-python-universal-singlestore-online:
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PYTHONPATH='.' \
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FULL_REPO_CONFIGS_MODULE=sdk.python.feast.infra.online_stores.contrib.singlestore_repo_configuration \
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PYTEST_PLUGINS=sdk.python.tests.integration.feature_repos.universal.online_store.singlestore \
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python -m pytest -n 8 --integration \
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-k "not test_universal_cli and \
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not gcs_registry and \
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not s3_registry and \
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not test_snowflake" \
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sdk/python/tests
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test-python-universal:
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python -m pytest -n 8 --integration sdk/python/tests
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‎docs/SUMMARY.md‎

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* [Rockset (contrib)](reference/online-stores/rockset.md)
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* [Hazelcast (contrib)](reference/online-stores/hazelcast.md)
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* [ScyllaDB (contrib)](reference/online-stores/scylladb.md)
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* [SingleStore (contrib)](reference/online-stores/singlestore.md)
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* [Providers](reference/providers/README.md)
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* [Local](reference/providers/local.md)
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* [Google Cloud Platform](reference/providers/google-cloud-platform.md)

‎docs/reference/online-stores/README.md‎

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

‎docs/reference/online-stores/singlestore.md‎

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# SingleStore online store (contrib)
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## Description
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The SingleStore online store provides support for materializing feature values into a SingleStore database for serving online features.
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## Getting started
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In order to use this online store, you'll need to run `pip install 'feast[singlestore]'`. You can get started by then running `feast init` and then setting the `feature_store.yaml` as described below.
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## Example
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{% code title="feature_store.yaml" %}
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```yaml
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project: my_feature_repo
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registry: data/registry.db
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provider: local
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online_store:
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type: singlestore
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host: DB_HOST
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port: DB_PORT
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database: DB_NAME
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user: DB_USERNAME
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password: DB_PASSWORD
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```
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{% endcode %}
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## Functionality Matrix
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The set of functionality supported by online stores is described in detail [here](overview.md#functionality).
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Below is a matrix indicating which functionality is supported by the SingleStore online store.
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| | SingleStore |
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| :-------------------------------------------------------- | :----------- |
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| write feature values to the online store | yes |
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| read feature values from the online store | yes |
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| update infrastructure (e.g. tables) in the online store | yes |
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| teardown infrastructure (e.g. tables) in the online store | yes |
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| generate a plan of infrastructure changes | no |
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| support for on-demand transforms | yes |
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| readable by Python SDK | yes |
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| readable by Java | no |
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| readable by Go | no |
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| support for entityless feature views | yes |
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| support for concurrent writing to the same key | no |
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| support for ttl (time to live) at retrieval | no |
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| support for deleting expired data | no |
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| collocated by feature view | yes |
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| collocated by feature service | no |
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| collocated by entity key | no |
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To compare this set of functionality against other online stores, please see the full [functionality matrix](overview.md#functionality-matrix).

‎sdk/python/docs/source/feast.embedded_go.rst‎

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feast.embedded\_go package
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==========================
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Submodules
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----------
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feast.embedded\_go.online\_features\_service module
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---------------------------------------------------
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.. automodule:: feast.embedded_go.online_features_service
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:members:
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:undoc-members:
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:show-inheritance:
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feast.embedded\_go.type\_map module
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-----------------------------------
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.. automodule:: feast.embedded_go.type_map
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:members:
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:undoc-members:
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:show-inheritance:
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Module contents
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---------------
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.. automodule:: feast.embedded_go
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:members:
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:undoc-members:
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:show-inheritance:

‎sdk/python/docs/source/feast.infra.contrib.rst‎

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feast.infra.contrib package
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===========================
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Submodules
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----------
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feast.infra.contrib.azure\_provider module
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------------------------------------------
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.. automodule:: feast.infra.contrib.azure_provider
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:members:
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:undoc-members:
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:show-inheritance:
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feast.infra.contrib.grpc\_server module
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---------------------------------------
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.. automodule:: feast.infra.contrib.grpc_server
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:members:
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:undoc-members:
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:show-inheritance:
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feast.infra.contrib.spark\_kafka\_processor module
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--------------------------------------------------
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.. automodule:: feast.infra.contrib.spark_kafka_processor
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:members:
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:undoc-members:
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:show-inheritance:
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feast.infra.contrib.stream\_processor module
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--------------------------------------------
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.. automodule:: feast.infra.contrib.stream_processor
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:members:
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:undoc-members:
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:show-inheritance:
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Module contents
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---------------
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.. automodule:: feast.infra.contrib
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:members:
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:undoc-members:
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:show-inheritance:

‎sdk/python/docs/source/feast.infra.feature_servers.aws_lambda.rst‎

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feast.infra.feature\_servers.aws\_lambda package
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================================================
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Submodules
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----------
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feast.infra.feature\_servers.aws\_lambda.app module
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---------------------------------------------------
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.. automodule:: feast.infra.feature_servers.aws_lambda.app
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:members:
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:undoc-members:
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:show-inheritance:
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feast.infra.feature\_servers.aws\_lambda.config module
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------------------------------------------------------
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.. automodule:: feast.infra.feature_servers.aws_lambda.config
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:members:
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:undoc-members:
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:show-inheritance:
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Module contents
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---------------
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.. automodule:: feast.infra.feature_servers.aws_lambda
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:members:
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:undoc-members:
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:show-inheritance:

‎sdk/python/docs/source/feast.infra.feature_servers.gcp_cloudrun.rst‎

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feast.infra.feature\_servers.gcp\_cloudrun package
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==================================================
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Submodules
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----------
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feast.infra.feature\_servers.gcp\_cloudrun.app module
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-----------------------------------------------------
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.. automodule:: feast.infra.feature_servers.gcp_cloudrun.app
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:members:
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:undoc-members:
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:show-inheritance:
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feast.infra.feature\_servers.gcp\_cloudrun.config module
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--------------------------------------------------------
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.. automodule:: feast.infra.feature_servers.gcp_cloudrun.config
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:members:
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:undoc-members:
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:show-inheritance:
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Module contents
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---------------
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.. automodule:: feast.infra.feature_servers.gcp_cloudrun
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:members:
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:undoc-members:
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:show-inheritance:

‎sdk/python/docs/source/feast.infra.feature_servers.local_process.rst‎

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feast.infra.feature\_servers.local\_process package
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===================================================
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Submodules
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----------
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feast.infra.feature\_servers.local\_process.config module
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---------------------------------------------------------
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.. automodule:: feast.infra.feature_servers.local_process.config
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:members:
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:undoc-members:
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:show-inheritance:
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Module contents
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---------------
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.. automodule:: feast.infra.feature_servers.local_process
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:members:
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:undoc-members:
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:show-inheritance:

‎sdk/python/docs/source/feast.infra.feature_servers.multicloud.rst‎

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feast.infra.feature\_servers.multicloud package
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===============================================
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Module contents
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---------------
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.. automodule:: feast.infra.feature_servers.multicloud
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:members:
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:undoc-members:
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:show-inheritance:

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