Databricks Hive Metastore
Databricks Hive Metastore
Here’s a breakdown of the Databricks Hive metastore, including how it works with Unity Catalog:
What is the Hive Metastore?
- Centralized Repository: The Hive metastore serves as a core component in Databricks (and Apache Hive-based systems) for storing metadata about your tables. Metadata includes: Table names
- Column names and data types
- Table locations (where the data is stored)
- Partitions
- Other table properties.
- Enabling SQL-like Queries: This metadata is crucial for allowing SQL-like queries on data stored in various file formats within Databricks.
Databricks and the Hive Metastore: Two Options
Databricks offers two types of megastores:
- Legacy Hive Metastore (Workspace-Level):
- Each Databricks workspace has its own Hive metastore.
- This is the traditional meta store familiar to experienced Databricks users.
- Access is primarily workspace-bound.
- Unity Catalog (Global-Level):
- A more recent meta-store option provides greater governance and control.
- Unity Catalog offers centralized metadata management across multiple Databricks workspaces.
- It has enhanced security features, fine-grained access controls, and lineage tracking.
Working with both Metastores
- Coexistence: Both the Hive metastore and Unity Catalog can be used simultaneously in Databricks.
- Accessing Hive Metastore Data from Unity Catalog: The legacy Hive metastore appears as a top-level catalog named hive_metastore within the Unity Catalog. You can query tables in it using a three-level namespace (e.g., hive_metastore.database_name.table_name)
Key Considerations and Best Practices
- Use Cases: The legacy Hive metastore is suitable for existing workspaces, and migrations might be necessary to leverage Unity Catalog’s advantages.
- Migration to Unity Catalog: Databricks recommends migrating tables managed by the legacy Hive metastore to Unity Catalog for better governance and security.
- New Projects: Using Unity Catalog for new Databricks projects is generally preferable to benefit from its enhanced features.
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