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|[Vacuum Temp Files](/sql/sql-commands/administration-cmds/vacuum-temp-files)| Storage | - Free up storage by removing temporary files, notably join, aggregate, and sort spill files.<br/>- Set retention and file limits as needed. |
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|[Vacuum Dropped Table](/sql/sql-commands/ddl/table/vacuum-drop-table)| Storage | Optimizes storage by deleting data files of dropped tables. Offers a recovery option and a dry-run preview. |
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|[Vacuum Historical Data](/sql/sql-commands/ddl/table/vacuum-table)| Storage | Deep clean your storage space:<br/>- Remove orphan segment and block files. <br/>- Safely preview the removal of data files using the dry-run option. |
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|[Virtual Column](/sql/sql-commands/ddl/virtual-column)| Query | Enhance efficiency in querying Variant data:<br/>- Virtual columns streamline queries, eliminating the need to traverse the entire nested structure. Direct data retrieval accelerates query execution.<br/>- Virtual columns significantly cut memory usage in Variant data, reducing the risk of memory overflows. |
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|[Aggregating Index](/sql/sql-commands/ddl/aggregating-index)| Query | Elevate your query speed with aggregating indexes:<br/>- Supercharge queries through precomputed and indexed aggregations.<br/>- Customize the index to meet your unique data analysis requirements. |
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|[Computed Column](/sql/sql-commands/ddl/table/ddl-create-table#computed-columns)| Query | Computed columns save you time and effort by enabling derivation of new columns from existing ones:<br/>- Automatic updates ensure accurate and consistent data.<br/>- Advanced analysis and calculations can now be performed within the database.<br/>- Two types of computed columns: stored and virtual. Virtual columns save you space as they are calculated on-the-fly when queried. |
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|[Python UDF](/guides/query/udf#python-requires-databend-enterprise)| Query | A Python UDF allows you to invoke Python code from a SQL query via Databend's built-in handler, enabling seamless integration of Python logic within your SQL queries. |
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|[ATTACH TABLE](/sql/sql-commands/ddl/table/attach-table)| Query | Attach Table enables you to seamlessly connect a table in the cloud service platform to an existing table deployed in a private deployment environment without the need to physically move the data. |
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|[Stream](/sql/sql-commands/ddl/stream)| Data Streaming | Efficient data change management with stream:<br/>- Append-only mode supported: Instantly capture data insertions in real-time.<br/>- Seamlessly leverage streams for direct querying and analysis, ensuring swift insights. |
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|[Masking Policy](/sql/sql-commands/ddl/mask-policy/)| Security | Enhance your data security with role-based masking feature:<br/>- Safeguard sensitive information through customizable data masking.<br/>- Preserve data usability while reinforcing security. |
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| Storage Encryption | Security | Enhance the security of your server-side data encryption, safeguarding your data from unauthorized access by the storage vendor:<br/>- Choose encryption through service-managed keys, KMS managed keys, or customer-managed keys. Options may vary by storage type.<br/>- Currently supported on Alibaba Cloud OSS.<br/>See the [deploy guide](../../10-deploy/01-deploy/01-non-production/01-deploying-databend.md) for encryption parameters for each storage vendor. |
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|[Fail-Safe](/guides/security/fail-safe)| Security | Recover table data from S3-compatible object storage. |
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|[BendSave](/guides/data-management/data-recovery#bendsave)| Recovery | BendSave is a command-line tool for backing up and restoring both metadata and actual data files in Databend. |
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|[Audit Trail](/guides/security/audit-trail)| Security & Compliance | Monitor database activities with comprehensive audit logs for compliance and security. |
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|[Masking Policy](/sql/sql-commands/ddl/mask-policy/)| Security & Compliance | Protect sensitive data with role-based masking policies. |
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| Storage Encryption | Security & Compliance | Encrypt data at rest with service-managed, KMS, or customer-managed keys. |
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|[BendSave](/guides/data-management/data-recovery#bendsave)| Disaster Recovery | Backup and restore entire Databend cluster data for disaster recovery. |
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|[Fail-Safe](/guides/security/fail-safe)| Disaster Recovery | Recover lost or accidentally deleted data from S3-compatible object storage. |
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|[Aggregating Index](/sql/sql-commands/ddl/aggregating-index)| Query Performance | Speed up queries with precomputed and indexed aggregations. |
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|[Virtual Column](/sql/sql-commands/ddl/virtual-column)| Query Performance | Accelerate Variant data queries and reduce memory usage with virtual columns. |
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|[Computed Column](/sql/sql-commands/ddl/table/ddl-create-table#computed-columns)| Query Performance | Automatically derive new columns from existing ones (stored or virtual). |
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|[Python UDF](/guides/query/udf#python-requires-databend-enterprise)| Advanced Analytics | Execute Python code within SQL queries using built-in handler. |
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|[ATTACH TABLE](/sql/sql-commands/ddl/table/attach-table)| Data Sharing | Create read-only links to existing table data with zero-copy access across environments. |
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|[Stream](/sql/sql-commands/ddl/stream)| Change Data Capture | Track and capture table changes for incremental data processing. |
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|[Vacuum Temp Files](/sql/sql-commands/administration-cmds/vacuum-temp-files)| Storage Management | Clean up temporary files (join, aggregate, sort spills) to free storage space. |
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|[Vacuum Dropped Table](/sql/sql-commands/ddl/table/vacuum-drop-table)| Storage Management | Delete data files of dropped tables to optimize storage with recovery option. |
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|[Vacuum Historical Data](/sql/sql-commands/ddl/table/vacuum-table)| Storage Management | Remove orphan segment and block files to deep clean storage space. |
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## Databend Community vs. Enterprise
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@@ -46,7 +47,7 @@ tbody={[
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['Multi-tenancy and Permission Management', '✓', '✓'],
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['Standard Data Types', '✓', '✓'],
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['Semi-structured Data Type (JSON)', '✓', '✓'],
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['Unstructured Data Types', 'Parquet/CSV/TSV/JSON/ORC', 'Parquet/CSV/TSV/JSON/ORC'],
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['Unstructured Data Types', 'Parquet/CSV/TSV/JSON/ORC/AVRO', 'Parquet/CSV/TSV/JSON/ORC/AVRO'],
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