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Reorganize paperspec commands and pin dependency versions (#2)
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# SQL
This folder holds the table definitions for the database form of packages, a team's store, and the bundle.
## What the database form is for
A package is a folder of canonical JSON files, one document per folder ([chapter 12](../spec/12-package.md)).
Canonical JSON is JSON with exactly one valid byte sequence, so a file's hash changes only when its content does.
Handing over a folder is easy.
Querying across hundreds of documents in folders is hard.
The database form holds the same data as rows so that a team can ask SQL questions of it, and a package loaded into the tables unloads back to the same bytes.
About 500 documents come to about a million and a half rows, and SQLite and Dolt hold that comfortably ([chapter 13](../spec/13-database.md#132-tables)).
## The three files
| File | Holds | Runs on |
| --- | --- | --- |
| `doc.sql` | Documents: works, documents, witnesses, nodes, pages, locations, references, citations, corrections, IDs, receipts, revocations, suspects and package files. | SQLite, Dolt, PostgreSQL |
| `store.sql` | What a team adds: roster keys, projects, members, reading paths, layers, annotations, datasets, digitizations, views, policies, submissions and grades. Load `doc.sql` first. | SQLite, Dolt, PostgreSQL |
| `bundle-sqlite.sql` | The bundle's extra tables: metadata, a full-text index (FTS5, SQLite's search extension) and room for embeddings. Load both files above first. | SQLite |
## Creating a database
```sh
sqlite3 lab.db < sql/doc.sql && sqlite3 lab.db < sql/store.sql
psql -d lab -f sql/doc.sql && psql -d lab -f sql/store.sql
dolt sql < sql/doc.sql && dolt sql < sql/store.sql
```
The PostgreSQL database `lab` and the Dolt repository must already exist.
The `sqlite3` line runs as shown; the `psql` and `dolt` lines follow the portability rules of [chapter 13](../spec/13-database.md#131-portability) but have not been run on those engines in this repository.
To load packages into SQLite without pixi, install the package with its `tools` extra on Python 3.14, then run `paperspec load --sqlite lab.db PACKAGE…`.
The file [docs/examples.md](../docs/examples.md#load-packages-into-sqlite) has queries to try.
The loader copies files that have no table (assets, dataset files, derived files) by SHA-256 into `lab.db.assets/`.
## A first query
The query below finds every sentence that cites a given reference, which is the citation's context.
It returns sentence IDs, and `nodes.content` holds each sentence's text.
```sql
SELECT c.sentence
FROM citations c
JOIN refs r ON r.doc_key = c.doc_key AND r.node = c.ref_node
WHERE c.doc_key = 'hale2026harmonic-damb' AND r.label = '2';
```
On `fixtures/packages/hale2026harmonic-damb` it returns one row, `hca6dc5`: the sentence ending "served as the first test case, with a bending band near 1595 cm⁻¹."
## Conventions
- Foreign keys: none.
Validators check references, so the same file runs everywhere.
- Types: enumerations are `VARCHAR` with a `CHECK`, JSON values are canonical JSON in `TEXT`, and booleans are `INTEGER` 0 or 1.
- Names: no table, column or index name is reserved in SQLite, PostgreSQL or MySQL (Dolt is MySQL-compatible).
The formats' `key`, `index`, `at`, `by`, `before` and `after` become `doc_key`, `idx`, `made_at`, `signer`, `before_hash` and `after_hash`.
- Round trip: each row keeps every property of its record, so unloading restores the same bytes and the same manifest hash.
Unloading copies the files with no table from the asset store, which must travel with the database.
`paperspec check` tests this for every fixture package.
- Derived tables: `citations`, `receipt_nodes` and `annotation_targets` are built on load for queries and are not part of the package.
## Status
The version is 0.1.0.
In `registry/formats.json`, `scienting-doc/1` is `candidate`, and the bundle and the project, dataset, digitization and view formats are `provisional`. [Chapter 13](../spec/13-database.md) defines the mapping from files to tables.