mooracer — Python client
The pure-Python network client for
MooRacer, the in-memory document data engine.
No Rust FFI — it speaks the same FlatBuffers-over-TCP wire protocol as any MooRacer
server, exposes a Mongo-style chain API, and returns native Python dict/list/
str/int/float/bool/None.
from mooracer import Client
c = Client.connect("127.0.0.1:4141") # "host:port"
col = c.collection("cows")
col.insert({"name": "Bella", "age": 5}) # -> _id (str)
col.find({"age": {"$gte": 4}}).sort("age").limit(10).to_list()
col.find_one({}) # dict | None
col.count({}) # int
col.exists({}) # bool
col.update_one({"_id": "…"}, {"$set": {"region": "north"}, "$inc": {"age": 1}})
col.delete_one({"_id": "…"}) # bool
# Indexes are managed over the wire:
col.create_index("region")
col.create_vector_index("emb", 64)
col.create_text_index("body")
# Search + aggregation:
col.vector_search("emb", [0.0] * 64, 10) # [(dict, float), …]
col.text_search("body", "moo", 10)
col.find({"region": "north"}).group("region").agg("count", None)
Install:
pip install mooracer # from PyPI
# or, from the checkout:
pip install ./client-python
Requires flatbuffers>=23.5.26. The generated wire/ subpackage is checked in
(regenerate with flatc --python -o mooracer/ ../schema/mooracer.fbs, then move
mooracer/mooracer/wire → mooracer/wire).
Client owns one TCP connection and is strictly request/response (one in-flight
request at a time) — use one client per thread for concurrency.
See the repo examples/ for runnable demos.
Release files for mooracer 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| mooracer-0.1.0.tar.gz | 24.3 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| mooracer-0.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 63.8 kB
Release files / mooracer-0.1.0.tar.gz
| Download URL | mooracer-0.1.0.tar.gz |
|---|---|
| Size | 24.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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| Size | 39.5 kB |
| Tags | Python 3 |
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| Uploaded via |
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