SQLite for event-sourced state — Python bindings for salamander-db.
Project description
salamander-db (Python)
Native Python bindings for salamander-db — SQLite for event-sourced
state. This is a compiled extension (via PyO3 +
maturin), so it embeds the engine in your process
exactly like Python's built-in sqlite3 module wraps libsqlite3: you open
one handle and reuse it. No server, no subprocess.
The binding is a translation layer over the safe, non-generic Rust Engine.
Database ownership and cross-thread sequencing live in the core; Python does
not contain storage, replay, branching, or projection algorithms.
import salamander
db = salamander.open("./mem", commit_every_count=8) # one in-process handle
db.append("session-1", {"kind": "user_msg", "text": "hi"})
db.append("session-1", {"kind": "tool_call", "tool": "grep", "args": {"q": "500"}})
db.commit()
for ev in db.replay("session-1"):
print(ev["offset"], ev["body"]) # -> plain dicts, nested fields intact
The open handle owns the single-writer lock, any registered views, and the group-commit state — which is why it must be long-lived and in-process, not re-created per call.
Build it
Requires a Rust toolchain and Python ≥ 3.9.
python -m venv .venv && source .venv/bin/activate # Windows: .venv\Scripts\activate
pip install maturin pytest
maturin develop -m salamander-py/Cargo.toml # compiles + installs into the venv
python examples/py/quickstart.py
python -m pytest examples/py/test_roundtrip.py -v
On a very new Python that the pinned PyO3 doesn't recognize yet, prefix the
build with PYO3_USE_ABI3_FORWARD_COMPATIBILITY=1 (the abi3 stable ABI is
forward-compatible).
API
| Python | Engine |
|---|---|
salamander.open(path, commit_every_bytes=, commit_every_count=, commit_every_millis=) |
JsonDb::open_with_policy |
db.append(namespace, event: dict) -> int |
append (payload = JSON) |
db.append_batch(namespace, events, ...) -> dict |
atomic batch append with concurrency, idempotency, and durability |
db.append_branch(branch, namespace, event) -> int |
append to an engine branch |
db.commit() -> int |
commit (fsync) |
db.head() -> int |
head |
db.uncommitted_count() -> int |
group-commit tally |
db.replay(namespace, start=0, end=None) -> list[dict] |
replay (literal) |
db.register_view(name, key, indexes={}, where_field=, where_value=) |
register an IndexedView |
db.view(name) -> View |
typed query handle |
db.deregister_view(name) -> bool |
deregister |
db.fork(namespace, at, parent=None) -> str |
create branch off parent (default: root timeline); forks of forks supported |
db.history(namespace) -> list[dict] |
default-branch replay |
db.branch_history(branch, namespace) -> list[dict] |
inherited branch replay |
View handles support .get(key), .by(index, key), .range(lo, hi),
.prefix(p), .len().
Atomic batches and concurrency
append_batch exposes the engine's complete append contract. Every event is
a descriptor with a required body and optional event_type,
schema_version, metadata (byte strings or UTF-8 strings), and a 32-digit
hexadecimal event_id:
receipt = db.append_batch(
"orders",
[
{
"body": {"order_id": "o-1", "state": "created"},
"event_type": "order.created",
"schema_version": 2,
"metadata": {"trace_id": "trace-1"},
},
{
"body": {"order_id": "o-1", "state": "paid"},
"event_type": "order.paid",
},
],
expected_revision="no_stream", # or "any" / an exact non-negative revision
idempotency_key="create-o-1", # bytes and UTF-8 strings are accepted
durability="sync", # "buffered" / "flush" / "sync"
)
The batch is visible all-or-nothing. Identical retries with the same
idempotency key return the original receipt; conflicting reuse raises
salamander.ConflictError and writes nothing. The other stable exception
categories include InvalidArgumentError, NotFoundError, LockedError,
IoError, CorruptionError, UnsupportedFormatError, CodecError,
ResourceLimitError, and CancelledError. They retain compatibility with
their former built-in bases (ValueError, KeyError, OSError, or
RuntimeError).
Pass branch="branch-name" to append the batch to an existing branch.
Optimistic revisions are branch-local: inherited history is replay-visible,
but the first local write to a stream on a new child branch uses
expected_revision="no_stream" (or "any").
Replay rows include event and batch IDs, batch index, stream revision, event
type, schema version, codec, and metadata in addition to offset,
timestamp_ms, and body.
Payloads are any JSON-able Python value (dict/list/str/int/float/
bool/None), converted to/from serde_json::Value at the boundary. Views
are declared by field name (primary key, indexes mapping name→field, an
optional where_field/where_value filter) — no per-event Python callback
crosses the FFI boundary.
Demos ship in examples/py/: dungeon.py (a browser
roguelike where rewind is a replay, dying is a fork, and a pull-the-plug
button proves the save can't corrupt), chat.py (a chat CLI where rewind,
fork, and timeline diff are storage primitives — Claude API when available,
offline mock otherwise), unkillable_agent.py (an agent hard-killed
mid-task that resumes from replay with exactly-once steps), and a LangGraph
checkpointer that survives process restarts. An MCP server is on the
roadmap. Branch lifecycle and ancestry use the same engine
catalog as Rust:
ancestry = db.branch_ancestry(branch_name) # root-first metadata dictionaries
archived = db.archive_branch(branch_name) # history remains readable
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