# Key Capabilities

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