readcon-db

Mmap-backed CON/convel corpus store (LMDB via Heed), non-SQL selection, xxHash3-128 exact match, and Rust / C / C++ / Python / Fortran bindings.

Part of the readcon ecosystem with readcon-core (Python package readcon):

Crate / package	Role	Docs
readcon-core / readcon	CON interchange (parse/write/spec v2–v3). XYZ/PDB/GRO → ConFrame via chemfiles (read_chemfiles*), not ASE. Optional to_ase only for calculators.	Core README, docs/orgmode/
readcon-db / readcon_db (this repo)	Campaign store: mmap, indexes (natoms, symbols, energy range, forces/velocities/energy flags), multi-reader, dedup. Blobs are CON text decoded with readcon-core.	docs/design.md, Sphinx docs/source/, website/

ASE is not on the critical path for reading CON or XYZ in this stack. ASE .db may appear in CSE timing tables; it is not the recommended store.

Install

cargo add readcon-db
cargo install readcon-db --locked   # CLI
pip install readcon-db             # module readcon_db (PyPI)

Docs: https://lode-org.github.io/readcon-db/ · API: https://docs.rs/readcon-db · crate: https://crates.io/crates/readcon-db

Quick start (from source)

git clone https://github.com/lode-org/readcon-db
cd readcon-db
cargo test --locked
cargo build --release   # libreadcon_db + CLI readcon-db

Optional LODE sibling checkout (edit core + db together): clone both under the same parent, then create untracked .cargo/config.toml in readcon-db:

[patch.crates-io]
readcon-core = { path = "../readcon-core" }

Python extension from a checkout (python/ + maturin):

pip install maturin
maturin develop --release --features python --manifest-path python/pyproject.toml

use readcon_db::{ConCorpus, Select};
let db = ConCorpus::open("/tmp/corpus")?;
db.append_trajectory_path(1, "run.con")?;
// XYZ in: use readcon-core chemfiles → ConFrame → append (see workflows)
let keys = db.select(
    &Select::new()
        .require_symbol("Cu")
        .require_forces()
        .exact_composition("Cu:2|H:2")
        .fmax_range(0.0, 1.0)
        .energy_range(-50.0, 0.0),
)?;
let h = db.frame_hash(keys[0])?;

./target/release/readcon-db ingest-dir /tmp/corpus /path/to/con_files
./target/release/readcon-db select /tmp/corpus --formula 'Cu:2|H:2' --require-forces \
    --fmax-max 1.0 --energy-min -50 --energy-max 0
./target/release/readcon-db reindex /tmp/corpus
./target/release/readcon-db dedup-export /tmp/corpus --symbol Cu -o subset.xyz  # only if a tool demands XYZ on disk

Foreign trajectories: readcon.read_chemfiles("traj.xyz") → frames → ingest into readcon-db (chemfiles-enabled build), not ase.io.read.

Design

• No SQL engine — explicit indexes + in-process intersection, with ASE.db-competitive screening fields (mass, volume, PBC, reserved metadata, charge/magmom; see design matrix).
• Decode via readcon-core — CON semantics never fork.
• Metadata indexes — finite energy bins; flags for forces, velocities, energy presence.
• xxHash3-128 on stored blobs — exact dedup / find_by_hash.
• Many readers, one writer (LMDB).

Full ABI table, logo, Sphinx docs, and site: see docs/, website/, assets/logo/, CHANGELOG.md. Fortran module notes: fortran/ReadConDb/.

License

MIT

Cooked SoA tier

Optional RCSO numerics in frames_soa (opt-in cook). CON text in frames stays authoritative. User doc: docs/orgmode/cooked-soa.org.