spoars (Python)
Python bindings for spoars — a faithful, SIMD-accelerated native-Rust reimplementation of the spoa partial order alignment (POA) library, for consensus generation and multiple sequence alignment.
Install
pip install spoars
Usage
import spoars
# One-call convenience:
g = spoars.poa(["ACGTACGT", "ACGTTCGT", "ACGTACGT"])
print(g.consensus()) # "ACGTACGT"
print(g.msa()) # ['ACGTACGT', 'ACGTTCGT', 'ACGTACGT']
# Or build incrementally, with an alignment type and scoring:
g = spoars.Poa(alignment_type="global", scoring=spoars.Scoring.default())
for read in ["ACGTACGT", "ACGTTCGT", "ACGTACGT"]:
g.add(read)
print(g.consensus(min_coverage=2))
print(g.gfa()) # GFA v1
print(g.dot()) # Graphviz DOT
# Consensus with per-base total coverage, or the per-column base composition:
consensus, coverage = g.consensus(with_coverage=True) # (str, list[int])
consensus, matrix = g.consensus_composition() # rows = codes + a trailing gap row
# Cache or transmit a graph — pickle, or JSON via to_json / from_json:
import pickle
restored = pickle.loads(pickle.dumps(g))
restored = spoars.Poa.from_json(g.to_json())
# Inspect the graph directly — node ids are plain ints:
g.num_codes() # size of the code alphabet
g.rank_order() # node ids in topological order
g.node_code(3), g.node_base(3), g.node_coverage(3)
g.node_successor(3, 0) # next node id sequence 0 visits after node 3 (or None)
g.sequence_path(0) # node ids sequence 0 traverses
g.consensus_nodes() # node ids on the consensus path
g.edges() # [(tail, head, weight), ...]
g.msa_columns() # (column-of-each-node, num_columns)
g.column_members() # per column: [(sequence_index, node_id), ...]
alignment_type is one of "global", "local", or "overlap". Scoring takes
(match, mismatch, gap_open, gap_extend, gap_open2, gap_extend2); the gap model
(linear/affine/convex) is inferred, and Scoring.default() is spoa's convex
default (5, -4, -8, -6, -10, -4).
Development
This package is built with maturin and developed with pixi:
pixi run develop # build & install the extension into the dev env
pixi run test # rebuild + pytest
pixi run format-check
pixi run lint
pixi run typecheck
License
MIT — see the repository.
Metadata
Release files for spoars 0.1.4
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| spoars-0.1.4-cp310-abi3-manylinux_2_28_x86_64.whl | CPython 3.10 | abi3 | Linux glibc 2.28+ x86-64 | Details |
| spoars-0.1.4-cp310-abi3-manylinux_2_28_aarch64.whl | CPython 3.10 | abi3 | Linux glibc 2.28+ ARM64 | Details |
| spoars-0.1.4-cp310-abi3-macosx_11_0_arm64.whl | CPython 3.10 | abi3 | macOS 11.0+ ARM64 | Details |
Total release size: 1.2 MB
Release files / spoars-0.1.4-cp310-abi3-manylinux_2_28_x86_64.whl
| Download URL | spoars-0.1.4-cp310-abi3-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 457.8 kB |
| Tags | CPython 3.10 Linux glibc 2.28+ x86-64 abi3 |
|
SHA-256 checksum How to use checksums |
c718b6a8c44b623275a3fac58433ebe5a21dce0d476748d756110a1c1feb9c90
|
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Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
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Transparency logRelease files / spoars-0.1.4-cp310-abi3-manylinux_2_28_aarch64.whl
| Download URL | spoars-0.1.4-cp310-abi3-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 392.9 kB |
| Tags | CPython 3.10 Linux glibc 2.28+ ARM64 abi3 |
|
SHA-256 checksum How to use checksums |
dec974eb572e0c7f10c4e5811f99cb1c97562df985094d7c8cfed60d15210641
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
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Transparency logRelease files / spoars-0.1.4-cp310-abi3-macosx_11_0_arm64.whl
| Download URL | spoars-0.1.4-cp310-abi3-macosx_11_0_arm64.whl |
|---|---|
| Size | 374.9 kB |
| Tags | CPython 3.10 abi3 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
7dbc3839e36c1c8cc2a0ed3fad59201ef4334bd988a8799a84910f4bf36c5514
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18dedbd2be0b9c371403db2585c3fc8482b904176322610a2a68500f6fa49e80
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Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
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Transparency logSecurity for spoars 0.1.4
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