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a/doc/design_doc.md +++ b/doc/design_doc.md @@ -5,10 +5,26 @@ * Chien-Yu Liu (chienyul@andrew.cmu.edu) ## Overview ->What is the goal of this project? What will this component achieve? - +### Goal +The goal of this project is to design and implement a **Catalog Service** for an OLAP database system. The Catalog aims for managing metadata and providing a centralized repository for storing information about the structure and organization of data within the OLAP database. This project aims to produce a functional catalog that adheres to [the Iceberg catalog specification](https://iceberg.apache.org/spec/) exposed through [REST API](https://github.com/apache/iceberg/blob/main/open-api/rest-catalog-open-api.yaml). ## Architectural Design ->Explain the input and output of the component, describe interactions and breakdown the smaller components if any. Include diagrams if appropriate. +We follow the logic model described below. The input of our service come from execution engine and I/O service. And we will provide matadata to planner and scheduler. +![system architecture](./assets/system-architecture.png) +### Data Model +We adhere to the Iceberg data model, arranging tables based on namespaces, with each table uniquely identified by its name. Our goal is to enable multi-versioning, facilitating point-in-time queries and allowing for queries at a specific historical version of the table. + +For every table in the catalog, there is an associated metadata file. This file contains a collection of manifests, each of which references the table's information at different points in time. The manifest file is an in-memory, non-persistent component that gets recreated based on on-disk files during service restarts. (If it is not frequently updated, we could dump it to disk every time we update it) + +To enhance startup and recovery times, we periodically save the in-memory index to disk. This ensures a quicker restoration process by utilizing the dumped index data. +![Catalog Data Model](./assets/iceberg-metadata.png) + +### Use Cases +#### Namespace +create/update/delete namespace. +#### Table +create/update/delete table +#### Query Table’s Metadata +get metadeta by {namespace}/{table} ## Design Rationale >Explain the goals of this design and how the design achieves these goals. Present alternatives considered and document why they are not chosen.