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Signed-off-by: vamsi-amazon <[email protected]> (cherry picked from commit 3e30379)
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.. highlight:: sh | ||
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=================== | ||
Datasource Settings | ||
=================== | ||
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.. rubric:: Table of contents | ||
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.. contents:: | ||
:local: | ||
:depth: 1 | ||
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Introduction | ||
============ | ||
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The concept of ``datasource`` is introduced to support the federation of SQL/PPL query engine to multiple data stores. | ||
This helps PPL users to leverage data from multiple data stores and derive correlation and insights. | ||
Datasource definition provides the information to connect to a data store and also gives a name to them to refer in PPL commands. | ||
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Definitions of datasource and connector | ||
==================================== | ||
* Connector is a component that adapts the query engine to a datastore. For example, Prometheus connector would adapt and help execute the queries to run on Prometheus datastore. connector name is enough in the datasource definition json. | ||
* Datasource is a construct to define how to connect to a data store and which connector to adapt by query engine. | ||
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Example Prometheus Datasource Definition :: | ||
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[{ | ||
"name" : "my_prometheus", | ||
"connector": "prometheus", | ||
"properties" : { | ||
"prometheus.uri" : "http://localhost:8080", | ||
"prometheus.auth.type" : "basicauth", | ||
"prometheus.auth.username" : "admin", | ||
"prometheus.auth.password" : "admin" | ||
} | ||
}] | ||
Datasource configuration Restrictions. | ||
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* ``name``, ``connector``, ``properties`` are required fields in the datasource configuration. | ||
* All the datasource names should be unique and match the following regex[``[@*A-Za-z]+?[*a-zA-Z_\-0-9]*``]. | ||
* Allowed Connectors. | ||
* ``prometheus`` [More details: `Prometheus Connector <prometheus_connector.rst>`_] | ||
* All the allowed config parameters in ``properties`` are defined in individual connector pages mentioned above. | ||
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Configuring a datasource in OpenSearch | ||
====================================== | ||
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* Datasources are configured in opensearch keystore as secure settings under ``plugins.query.federation.datasources.config`` key as they contain credential info. | ||
* A json file containing array of datasource configurations should be injected into keystore with the above mentioned key. sample json file can be seen in the above section. | ||
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[**To be run on all the nodes in the cluster**] Command to add datasources.json file to OpenSearch Keystore :: | ||
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>> bin/opensearch-keystore add-file plugins.query.federation.datasource.config datasources.json | ||
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Datasources can be configured during opensearch start up or can be updated while the opensearch is running. | ||
If we update a datasource configuration during runtime, the following api should be triggered to update the query engine with the latest changes. | ||
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[**Required only if we update keystore settings during runtime**] Secure Settings refresh api:: | ||
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>> curl --request POST \ | ||
--url http://{{opensearch-domain}}:9200/_nodes/reload_secure_settings \ | ||
--data '{"secure_settings_password":"{{keystore-password}}"}' | ||
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Using a datasource in PPL command | ||
==================================== | ||
Datasource is referred in source command as show in the code block below. | ||
Based on the abstraction designed by the connector, | ||
one can refer the corresponding entity as table in the source command. | ||
For example in prometheus connector, each metric is abstracted as a table. | ||
so we can refer a metric and apply stats over it in the following way. | ||
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Example source command with prometheus datasource :: | ||
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>> source = my_prometheus.prometheus_http_requests_total | stats avg(@value) by job; | ||
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Limitations of datasource | ||
==================================== | ||
Datasource settings are global and users with PPL access are allowed to fetch data from all the defined datasources. | ||
PPL access can be controlled using roles.(More details: `Security Settings <security.rst>`_) |
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