> For the complete documentation index, see [llms.txt](https://obsrv.sunbird.org/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://obsrv.sunbird.org/core-concepts/key-capabilities.md).

# Key Capabilities

Key Features to orchestrate the data value chain

### Functional Capabilities

Following are the key functional capabilities of Obsrv across the data value chain. All the capabilities highlighted with <mark style="color:blue;">blue</mark> are available and <mark style="color:orange;">orange</mark> will be available in future releases

| Ingestion                                                                                                                                                                                                                                                                                                                                                                                 | Processing                                                                                                                                                                                                                                                                                                                                                                                                                                | Storage                                                                                                                                                                                                                                                                                                                                                                                                                         | Querying                                                                                                                                                                                                                                                                                                                                                                                                                             |
| ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
| <p><mark style="color:blue;">Connectors Framework</mark></p><p><mark style="color:blue;">Connectors Library</mark></p><p><mark style="color:blue;">CSV, JSON Data Formats</mark></p><p><mark style="color:orange;">Parquet, Avro, Protobuf Dataformat</mark></p><p><mark style="color:orange;">Auto-Schema Detection</mark></p><p><mark style="color:orange;">Schema Evolution</mark></p> | <p><mark style="color:blue;">Schema Agnostic</mark></p><p><mark style="color:blue;">Multiple Validation Modes</mark></p><p><mark style="color:blue;">Deduplication</mark></p><p><mark style="color:blue;">Denormalization</mark></p><p><mark style="color:blue;">Custom Transformations</mark></p><p><mark style="color:orange;">Masking & Encryption</mark></p><p><mark style="color:orange;">Jsonata and SQL Transformations</mark></p> | <p><mark style="color:blue;">Multiple Storage Types</mark></p><p><mark style="color:blue;">Data Lake &</mark> <mark style="color:orange;">LakeHouse</mark></p><p><mark style="color:blue;">Real-time OLAP Storage: Optional</mark></p><p><mark style="color:blue;">Archival & Retention Policies</mark></p><p><mark style="color:blue;">Data Exhausts</mark></p><p><mark style="color:orange;">Right to be forgotten</mark></p> | <p><mark style="color:blue;">Aggregate tables</mark></p><p><mark style="color:blue;">SQL, JSON, & Spark Interfaces</mark></p><p><mark style="color:blue;">Time Zone Configuration</mark></p><p><mark style="color:blue;">Geo-spatial Queries</mark></p><p><mark style="color:orange;">Data Aliases</mark></p><p><mark style="color:orange;">Query Access Control</mark></p><p><mark style="color:orange;">Sink Connectors</mark></p> |

### Infra Capabilities

And following are the capabilities provided by the overall infra:

| Infra Capabilities                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |
| ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| <p><mark style="color:blue;">Complete Monitoring</mark> <mark style="color:orange;">Alerts & Notifications</mark> <mark style="color:blue;">Infra Operations</mark></p><p><mark style="color:blue;">Dataset Management</mark> <mark style="color:orange;">Connectors Management</mark> <mark style="color:blue;">System Configuration</mark></p><p><mark style="color:blue;">One-click Install Backup and Restore</mark> <mark style="color:orange;">Auto Scaling API Management</mark></p> |


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