quickmp
quickmp is a high-performance matrix profile library for time series data with CPU and NEC Vector Engine (VE) backends. See the documentation for usage and the API reference.
Installation
Pre-built wheels (CPU backend only) are available for Linux (x86-64) and macOS 14 or later (Apple silicon):
pip install quickmp
Building from Source
git clone https://github.com/keichi/quickmp.git
cd quickmp
pip install -e .
The backend is selected at build time: if VEDA is found, the VE backend is built; otherwise the CPU backend is built.
- CPU: OpenMP is used if available. On macOS, install libomp with Homebrew
(
brew install libomp) beforehand; otherwise quickmp runs on a single thread. - VE: Requires VEDA and the NEC compiler (
nc++). Build on a host with the NEC SDK (e.g., a Vector Host or a front-end server of an SX-Aurora TSUBASA system).
Extra CMake options can be passed through CMAKE_ARGS, e.g.,
CMAKE_ARGS="-DOpenMP_ROOT=/path/to/libomp" pip install -e .. The default release flags
(-march=native -ffast-math) can be overridden with the RELEASE_FLAGS environment variable.
Testing
pip install -e '.[test]'
pytest -v
On VE, run the tests on a host where Vector Engines are available (e.g., in a batch job).
Building the Documentation
pip install -e . -r docs/requirements.txt
sphinx-build -b html docs docs/_build/html
quickmp must be installed since the API reference is generated from its docstrings.
1 maintainer
Metadata
1 maintainer
Release files for quickmp 0.3.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| quickmp-0.3.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl | CPython 3.14 | CPython 3.14 | Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| quickmp-0.3.0-cp314-cp314-macosx_14_0_arm64.whl | CPython 3.14 | CPython 3.14 | macOS 14.0+ ARM64 | Details |
| quickmp-0.3.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl | CPython 3.13 | CPython 3.13 | Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 | Details |
| quickmp-0.3.0-cp313-cp313-macosx_14_0_arm64.whl | CPython 3.13 | CPython 3.13 | macOS 14.0+ ARM64 | Details |
| quickmp-0.3.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl | CPython 3.12 | CPython 3.12 | Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| quickmp-0.3.0-cp312-cp312-macosx_14_0_arm64.whl | CPython 3.12 | CPython 3.12 | macOS 14.0+ ARM64 | Details |
| quickmp-0.3.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl | CPython 3.11 | CPython 3.11 | Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| quickmp-0.3.0-cp311-cp311-macosx_14_0_arm64.whl | CPython 3.11 | CPython 3.11 | macOS 14.0+ ARM64 | Details |
| quickmp-0.3.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl | CPython 3.10 | CPython 3.10 | Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| quickmp-0.3.0-cp310-cp310-macosx_14_0_arm64.whl | CPython 3.10 | CPython 3.10 | macOS 14.0+ ARM64 | Details |
| quickmp-0.3.0-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl | CPython 3.9 | CPython 3.9 | Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64 | Details |
| quickmp-0.3.0-cp39-cp39-macosx_14_0_arm64.whl | CPython 3.9 | CPython 3.9 | macOS 14.0+ ARM64 | Details |
Total release size: 4.3 MB
Release files / quickmp-0.3.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
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| Tags | CPython 3.14 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 |
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