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macrame/vector/
registry.rs

1use crate::error::{DbError, Result};
2use crate::schema::ddl;
3use crate::vector::ModelName;
4
5/// Create a model's embedding table and its DiskANN index, if absent (§4.1).
6///
7/// Both objects, or neither. The index is not an optimisation that can be added
8/// later at leisure: until it exists the engine accepts vectors of any length
9/// into the column (see [`ddl::create_embeddings_index`]), so a table without
10/// its index is a table with no dimension enforcement at all. Creating them in
11/// one transaction is what makes "registered" mean "enforcing".
12///
13/// Idempotent, so an application may call it on every start.
14///
15/// # Prefer [`crate::Database::register_model`]
16///
17/// This takes a **bare connection** and is therefore §4.7 invariant 2's third
18/// hole: a write that does not cross the actor's channel. Hidden from the docs
19/// alongside [`crate::Database::raw`] (D-091) so the documented path is the one
20/// that preserves the single-writer property; still public, because
21/// [D-068](../../docs/architecture/s13-decision-register.md#d-068)'s argument
22/// applies unchanged — the file is reachable by any SQLite client, so removing
23/// the supported way to do this would buy the appearance of a guarantee.
24#[doc(hidden)]
25pub async fn register_model(
26    conn: &libsql::Connection,
27    model: &ModelName,
28    dim: usize,
29) -> Result<()> {
30    if dim == 0 {
31        return Err(DbError::DimMismatch {
32            got: 0,
33            expected: 1,
34            model: model.to_string(),
35        });
36    }
37
38    // If it already exists at a different dimension, say so rather than
39    // no-opping through `IF NOT EXISTS` and leaving the caller believing the
40    // dimension they asked for is the one in force.
41    if let Some(existing) = read_declared_dimension(conn, model).await? {
42        if existing != dim {
43            return Err(DbError::DimMismatch {
44                got: dim,
45                expected: existing,
46                model: model.to_string(),
47            });
48        }
49        return Ok(());
50    }
51
52    let tx = conn
53        .transaction_with_behavior(libsql::TransactionBehavior::Immediate)
54        .await?;
55    let res: Result<()> = async {
56        tx.execute(&ddl::create_embeddings_table(model, dim), ())
57            .await?;
58        tx.execute(&ddl::create_embeddings_index(model), ()).await?;
59        Ok(())
60    }
61    .await;
62
63    match res {
64        Ok(()) => {
65            tx.commit().await?;
66            Ok(())
67        }
68        Err(e) => {
69            let _ = tx.rollback().await;
70            Err(e)
71        }
72    }
73}
74
75/// The dimension a registered model's table declares, read from the schema.
76///
77/// The crate keeps no registry of its own. `F32_BLOB(768)` in the column type
78/// *is* the declaration, `PRAGMA table_info` reports it verbatim, and reading it
79/// back means the Rust-side dimension check and the storage-layer one cannot
80/// disagree — there is only one number. Keeping a `HashMap<model, dim>` beside
81/// the database would be the same mistake D-035 fixed in `archive()`: a second
82/// hand-maintained description of a set the schema already defines.
83pub async fn declared_dimension(conn: &libsql::Connection, model: &ModelName) -> Result<usize> {
84    read_declared_dimension(conn, model)
85        .await?
86        .ok_or_else(|| DbError::ModelNotRegistered {
87            model: model.to_string(),
88            table: model.table(),
89        })
90}
91
92/// `Ok(None)` when the model has no table; `Ok(Some(dim))` when it has one.
93async fn read_declared_dimension(
94    conn: &libsql::Connection,
95    model: &ModelName,
96) -> Result<Option<usize>> {
97    // `model` is a ModelName, so this splice is a bare identifier by construction.
98    let mut rows = conn
99        .query(&format!("PRAGMA table_info({})", model.table()), ())
100        .await?;
101
102    while let Some(row) = rows.next().await? {
103        let name: String = row.get(1)?;
104        if name == "embedding" {
105            let declared: String = row.get(2)?;
106            return parse_f32_blob_dim(&declared).map(Some).ok_or_else(|| {
107                DbError::ModelNotRegistered {
108                    model: model.to_string(),
109                    table: format!(
110                        "{} (column `embedding` is declared {declared:?}, not F32_BLOB(n))",
111                        model.table()
112                    ),
113                }
114            });
115        }
116    }
117    Ok(None)
118}
119
120/// Pull `n` out of a declared type of the form `F32_BLOB(n)`.
121fn parse_f32_blob_dim(declared: &str) -> Option<usize> {
122    let t = declared.trim();
123    if !t.get(..9)?.eq_ignore_ascii_case("F32_BLOB(") || !t.ends_with(')') {
124        return None;
125    }
126    t[9..t.len() - 1].trim().parse::<usize>().ok()
127}
128
129/// Every model registered in this database, in name order.
130///
131/// Derived from `sqlite_master` for the same reason as the dimension: the set of
132/// registered models is a fact about the schema, and asking the schema cannot
133/// drift from it. libSQL's own `libsql_vector_meta_shadow` and `*_shadow` tables
134/// are filtered out — they are engine internals that happen to live in `main`.
135pub async fn registered_models(conn: &libsql::Connection) -> Result<Vec<ModelName>> {
136    let mut rows = conn
137        .query(
138            "SELECT name FROM sqlite_master
139              WHERE type = 'table'
140                AND name LIKE 'embeddings_%'
141                AND name NOT LIKE '%_shadow'
142              ORDER BY name",
143            (),
144        )
145        .await?;
146
147    let mut out = Vec::new();
148    while let Some(row) = rows.next().await? {
149        let table: String = row.get(0)?;
150        if let Some(suffix) = table.strip_prefix("embeddings_") {
151            // A table matching the pattern but not the naming rule was not
152            // created by `register_model`; skipping it is more honest than
153            // reporting a name this crate would refuse to accept back.
154            if let Ok(model) = ModelName::new(suffix) {
155                out.push(model);
156            }
157        }
158    }
159    Ok(out)
160}
161
162#[cfg(test)]
163mod tests {
164    use super::parse_f32_blob_dim;
165
166    #[test]
167    fn reads_the_dimension_out_of_a_declared_type() {
168        assert_eq!(parse_f32_blob_dim("F32_BLOB(768)"), Some(768));
169        assert_eq!(parse_f32_blob_dim("f32_blob(1536)"), Some(1536));
170        assert_eq!(parse_f32_blob_dim("  F32_BLOB( 4 )  "), Some(4));
171    }
172
173    /// Anything that is not a dimensioned vector column must read as absent
174    /// rather than as some default, or a plain BLOB column would silently
175    /// acquire whatever dimension the caller happened to pass.
176    #[test]
177    fn refuses_to_invent_a_dimension() {
178        for bad in [
179            "BLOB",
180            "TEXT",
181            "F32_BLOB",
182            "F32_BLOB()",
183            "F32_BLOB(x)",
184            "F32_BLOB(4",
185            "",
186        ] {
187            assert_eq!(parse_f32_blob_dim(bad), None, "{bad:?} yielded a dimension");
188        }
189    }
190}