93 results found

1. Support externally hosted models in OpenSearch

   As developer
   I want to configure OpenSearch to generate embeddings using remote models on OpenAI, Cohere, Sagemaker, etc.
   so that I can use the best available models on the market and simplify my codebase by letting OpenSearch generate these embeddings

   https://opensearch.org/docs/latest/ml-commons-plugin/remote-models/index/

   2 votes

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   Gathering Interest  ·  0 comments  ·  Aiven for OpenSearch®  ·  Delete…  ·  Admin →
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2. Opensearch ML Plugin cluster settings in UI

   As Developer
   I want to be able to leverage the new ML capabilities in OpenSearch (https://opensearch.org/docs/latest/ml-commons-plugin/)
   so that I can use new features like Semantic search, leveraging external models etc.
   There are various cluster settings that needs to be exposed to the end-users to enable these features.

   The most urgent is "onlyrunonmlnode" which is set to "true" in Aiven Clusters. This needs to be set to "false" to allow ML workloads to be executed on any node (until we have the capability to assign dedicated ML-nodes in the cluster)

   There are more configs that needs to be exposed but "onlyrunonmlnode" is a direct blocker for any ML use-case.

   As Developer
   I want to be able to leverage the new ML capabilities in OpenSearch (https://opensearch.org/docs/latest/ml-commons-plugin/)
   so that I can use new features like Semantic search, leveraging external models etc.
   There are various cluster settings that needs to be exposed to the end-users to enable these features.

   The most urgent is "onlyrunonmlnode" which is set to "true" in Aiven Clusters. This needs to be set to "false" to allow ML workloads to be executed on any node (until we have the capability to assign dedicated ML-nodes in the cluster)

   There are more configs that… more

   7 votes

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   Roadmapped  ·  1 comment  ·  Aiven for OpenSearch®  ·  Delete…  ·  Admin →
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3. Opensearch Backup to another Region

   Provide a capability to backup opensearch to a secondary region in the even of hyperscaller regional outage allowing for customers to develop DR strategies meeting their RTO/RPO.

   2 votes

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   Roadmapped  ·  0 comments  ·  Aiven for OpenSearch®  ·  Delete…  ·  Admin →
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4. Simplified Data Visualization Dashboard

   As a Data Analyst, I propose developing a user-friendly data visualization dashboard tailored for non-technical users. The goal is to make data insights accessible without requiring advanced analytics skills. This dashboard would feature drag and drop functionality, allowing users to easily customize charts and graphs. Pre-built templates for common metrics could help streamline the process, and real-time data updates would ensure users always see the most current information.

   Incorporating interactive elements like clickable filters and tooltips would enhance usability, enabling users to explore data without feeling overwhelmed. By focusing on intuitive design and ease of use, this dashboard could empower teams to make data-driven decisions more effectively, bridging the gap between complex analytics and everyday business needs.

   As a Data Analyst, I propose developing a user-friendly data visualization dashboard tailored for non-technical users. The goal is to make data insights accessible without requiring advanced analytics skills. This dashboard would feature drag and drop functionality, allowing users to easily customize charts and graphs. Pre-built templates for common metrics could help streamline the process, and real-time data updates would ensure users always see the most current information.

   Incorporating interactive elements like clickable filters and tooltips would enhance usability, enabling users to explore data without feeling overwhelmed. By focusing on intuitive design and ease of use, this dashboard could empower… more

   2 votes

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   Gathering Interest  ·  0 comments  ·  Aiven for OpenSearch®  ·  Delete…  ·  Admin →
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5. Restore from external snapshot

   As a database administrator
   I want to restore from external snapshot that isnt hosted on Aiven
   so that I can migrate data from certain OpenSearch and Elasticsearch cluster (Aiven and Non-Aiven) to Aiven for OpenSearch

   3 votes

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   Roadmapped  ·  0 comments  ·  Aiven for OpenSearch®  ·  Delete…  ·  Admin →
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6. Tiered storage for OpenSearch

   As a developer or database administrator,
   I would like to utilise object storage in my Aiven for OpenSearch instance,
   so that I can store larger amounts of data at a lower cost than attached SSD or HDD.

   38 votes

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   2 comments  ·  Aiven for OpenSearch®  ·  Delete…  ·  Admin →
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   Roadmapped  ·  AdminJohn Joseph Kennedy (Head of Databases, Aiven.io) responded

   This is being planned into the roadmap for later in the year. 

7. Providing a Idea on Real-time Resource Optimization Assistant!

   One helpful idea for improving user experience on cloud platforms like Aiven is to implement a "Real-time Resource Optimization Assistant": This feature would automatically analyze a user’s resource usage (e.g., CPU, memory, storage) and provide real--time recommendations on scaling resources up or down based on current needs: It could also suggest more cost-effective configurations or alternative services if it detects underutilized resources: For example,, if a database instance is consistently operating well below its capacity,, the assistant would recommend reducing resources to save on costs: Conversely, if there’s a spike in demand, it would suggest scaling up to prevent performance issues.

   This assistant would function as a background service, unobtrusive but accessible, offering recommendations through the dashboard and optional alerts via email or chat tools: By integrating machine learning,, it could continuously improve its predictions and suggestions based on historical usage patterns:

   This idea can help users better manage their cloud resources, minimize costs, and avoid downtime,, all while reducing the manual effort involved in monitoring and adjusting configurations: It empowers users to focus on their core tasks while ensuring their infrastructure runs optimally:

   With Regards,
   JamesDocker

   One helpful idea for improving user experience on cloud platforms like Aiven is to implement a "Real-time Resource Optimization Assistant": This feature would automatically analyze a user’s resource usage (e.g., CPU, memory, storage) and provide real--time recommendations on scaling resources up or down based on current needs: It could also suggest more cost-effective configurations or alternative services if it detects underutilized resources: For example,, if a database instance is consistently operating well below its capacity,, the assistant would recommend reducing resources to save on costs: Conversely, if there’s a spike in demand, it would suggest scaling up to prevent performance… more

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   Pending Review  ·  0 comments  ·  Aiven for ClickHouse®  ·  Edit…  ·  Delete…  ·  Admin →
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8. Pick a backup to restore from when forking and restoring my Aiven for ClickHouse service

   As an Aiven for ClickHouse user,
   I want to be able to choose the backup to fork and restore from, and not only use the last backup available.

   2 votes

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   Gathering Interest  ·  0 comments  ·  Aiven for ClickHouse®  ·  Delete…  ·  Admin →
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9. Support AzureBlobStorage engine for Clickhouse

   I need to read and write Parquet format files to/from Azure Blob Storage.

   3 votes

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   Gathering Interest  ·  0 comments  ·  Aiven for ClickHouse®  ·  Delete…  ·  Admin →
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10. Ability to change refresh interval for Index using Terraform

    As a DBRE
    I want to change the index refresh interval from a default value to some non-default value as a part of our latency optimization. With that, I would like this ability through IAC and control through our codebase.

    The idea here is to control this value from IAC and in more organized fashion.

    1 vote

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    Pending Review  ·  0 comments  ·  Aiven for OpenSearch®  ·  Edit…  ·  Delete…  ·  Admin →
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11. Option for ClickHouse Tiered Storage to use my own object storage

    As a user of Aiven for ClickHouse on AWS, Microsoft Azure or Google Cloud:
    I would like to leverage my own object storage account with Tiered Storage for Aiven for ClickHouse (that I am already using BYOC on).

    5 votes

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    Roadmapped  ·  1 comment  ·  Aiven for ClickHouse®  ·  Delete…  ·  Admin →
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12. Aiven for ClickHouse on OVH Cloud

    As an Aiven user and Aiven for ClickHouse user,
    I want to be able to use Aiven for ClickHouse on OVH Cloud with all the Aiven capabilities available on the other cloud providers, seamlessly.

    1 vote

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    Gathering Interest  ·  0 comments  ·  Aiven for ClickHouse®  ·  Edit…  ·  Delete…  ·  Admin →
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13. Manage ClickHouse integrations' credentials securely & easily

    As a ClickHouse user, I want to be able to use table functions & engines that require identification credentials (ex. private remote s3 bucket, remote delta lake table etc.) without hassle and risks.
    With named collections in Aiven for ClickHouse, you can set your integrations credentials once and use it safely with all your remote queries.
    Moreover, you can easily rotate credentials if needed: change credentials once using the Aiven console and apply it to all your integrations.

    1 vote

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    Roadmapped  ·  0 comments  ·  Aiven for ClickHouse®  ·  Edit…  ·  Delete…  ·  Admin →
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14. External schema registry for kafka

    As developer
    I want to have a possibility to connect to external kafka and use external schema registry at once,
    so that I can digest external messages encoded with external schema (AvroConfluent for example).

    1 vote

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    Gathering Interest  ·  0 comments  ·  Aiven for ClickHouse®  ·  Delete…  ·  Admin →
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15. Inability to extract fields upon search

    As a database admin
    I want to define field patterns at search
    so that I can effectively work with new field pattern

    3 votes

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    Gathering Interest  ·  1 comment  ·  Aiven for OpenSearch®  ·  Delete…  ·  Admin →
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16. Support custom plugins in OpenSearch

    As a developer
    I want to use a custom plugin in OpenSearch
    so that I can implement custom scoring or text analysis or use a community open source plugin.

    2 votes

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    0 comments  ·  Aiven for OpenSearch®  ·  Delete…  ·  Admin →
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    Shelved  ·  Hoang Minh Vo responded

    We need to validate each plugins installed in Aiven for OpenSearch to ensure that the plugin wont cause any harm to our services.

17. OpenSearch Dashboards custom branding

    As an OpenSearch customer,
    I want to change the branding from "OpenSearch" to my own branding,
    In order to allow my end-customer to have access to the same OpenSearch Dashboard that I have

    9 votes

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    Gathering Interest  ·  1 comment  ·  Aiven for OpenSearch®  ·  Delete…  ·  Admin →
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18. PPL & Observability SIEM features in OpenSearch

    As a Security Analyst,

    I want to utilise the Observability plugin & PPL in an efficient manner. Features such as tooltips and autocomplete would help a lot, as well as bug fixes and regular updates.

    The syntax is not well nor widely understood, and there are lingering bugs, which for a user are very hard to duplicate across the microcosm of repositories which bundle into the suite.

    Observabilitiy & PPL feels like a very promising place for OpenSearch to become more useful to a security operations team, where currently the capabilities are extremely limiting.

    While OpenSearch Dashboards, with tenancy and VisBuilder have been used, they are complicated, and the search capabilities limit the ability to work in an effective, visual and fast manner.

    Visual aspects are too separate from Search, drill downs are minimal or with a massive time overhead; search is relegated largely to the very basics, for a little more capability they need to be written as an api style query.

    Observability & PPL could be a great improvement if it grows, particularly with security team workflows in mind.

    As a Security Analyst,

    I want to utilise the Observability plugin & PPL in an efficient manner. Features such as tooltips and autocomplete would help a lot, as well as bug fixes and regular updates.

    The syntax is not well nor widely understood, and there are lingering bugs, which for a user are very hard to duplicate across the microcosm of repositories which bundle into the suite.

    Observabilitiy & PPL feels like a very promising place for OpenSearch to become more useful to a security operations team, where currently the capabilities are extremely limiting.

    While OpenSearch Dashboards, with tenancy and… more

    2 votes

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    Shelved  ·  1 comment  ·  Aiven for OpenSearch®  ·  Delete…  ·  Admin →
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19. View the underlying data of a visualisations in OpenSearch Dashboard

    As an OpenSearch user
    I want to view the data underneath the visualisation
    so that I can quickly identify root cause of some abnormal behaviour of my system

    2 votes

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    Gathering Interest  ·  1 comment  ·  Aiven for OpenSearch®  ·  Delete…  ·  Admin →
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20. Internal data table/lookup functionality

    As a database admin
    I want to have queries run upon a schedule and populate internal data tables
    so that I can enrich the search and alerting functionality

    3 votes

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    Gathering Interest  ·  0 comments  ·  Aiven for OpenSearch®  ·  Delete…  ·  Admin →
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