Add DuckDB catalog support as alternative backend

[Zie619]

Description

Add optional DuckDB backend for component catalog, similar to Cisco AIBOM approach.

Why

• DuckDB is fast and lightweight
• Allows more complex queries on scan results
• Can store historical scan data
• Enables SQL-based analysis

Implementation Ideas

• Add --output-format duckdb flag
• Create schema for components, relationships, workflows
• Store scan results in .duckdb file
• Provide SQL query examples

Schema Ideas

CREATE TABLE components (
    id TEXT PRIMARY KEY,
    name TEXT,
    category TEXT,
    file_path TEXT,
    line_number INTEGER
);

CREATE TABLE relationships (
    source_id TEXT,
    target_id TEXT,
    type TEXT
);

Acceptance Criteria

• New --output-format duckdb option
• Proper schema design
• Tests with sample data
• Documentation with SQL query examples

Labels

good first issue, enhancement

[aravindhbalaji04]

Greetings, Can I work on this issue?

[Zie619]

Hey @aravindhbalaji04, go for it! Feel free to open a PR when you're ready. Let me know if you have any questions.

[aravindhbalaji04]

Hey @aravindhbalaji04, go for it! Feel free to open a PR when you're ready. Let me know if you have any questions.

Sure will, thanks.

[amogh-nagri-11]

Hey, can I work on this?

[aravindhbalaji04]

Hey, can I work on this?

@amogh-nagri-11 hey, I'm so sorry I forgot that I've commented in this repo, can you give me few more time, I'll really appreciate that, if not then I'll mention you and you can work on this. Thank you.

[amogh-nagri-11]

Hey, can I work on this?

@amogh-nagri-11 hey, I'm so sorry I forgot that I've commented in this repo, can you give me few more time, I'll really appreciate that, if not then I'll mention you and you can work on this. Thank you.

Sure, I can wait