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SciQLop Cache

A fast, persistent, process-safe key-value cache for Python (with a C++20 core).

Think of it as a tiny local database for expensive-to-recompute things: you store Python objects under string keys, and any thread or process on the machine can read them back — safely, even at the same time. It stays flat from 100 to 1M+ entries, is 2x faster than diskcache on writes and up to 6x faster in batched transactions, and it never corrupts your data when processes crash, fork, or race each other.

pip install pysciqlop-cache

📖 Documentation: quickstart, guides for threads and processes, big numpy arrays and diskcache migration, API reference, C++ guide and internals.

from pysciqlop_cache import Cache

cache = Cache("/tmp/my-cache")
cache["sensor/temperature"] = {"ts": 1710000000, "values": [21.3, 21.5, 21.4]}

print(cache["sensor/temperature"])
# {'ts': 1710000000, 'values': [21.3, 21.5, 21.4]}

Any picklable Python object works out of the box.

Why use it?

  • Persistent — data survives process restarts; open the same directory and it's all there.
  • Safe to share — multiple threads and multiple processes (including forked worker pools) can hit the same cache concurrently. No corruption, no lock files, no setup.
  • Bounded — optional size limit with automatic LRU eviction, optional per-key expiration, and tag-based bulk eviction.
  • Fast — small values live inside SQLite; large values are memory-mapped files, so reading a 100 MB array costs ~zero copies.
  • Built for big arrays — the PickleOOBSerializer moves numpy array bytes in C++ without holding the GIL, and compresses them when it pays off, so threads loading data don't block each other (details).
  • Self-healing — crashes, races and interrupted writes are detected and repaired automatically or via cache.check(fix=True).

Learn more

Quickstart dict API, expiration and tags, size limits, memoization, transactions
Choosing a store Cache, Index, FanoutCache, FanoutIndex
Threads, processes and transactions what is safe, what runs in parallel, locks
Serializers pickle, msgspec, and PickleOOBSerializer for big numpy arrays
Coming from diskcache one-command migration, API differences
C++ guide the same engine from C++20
Performance benchmarks against diskcache
How it works storage, crash and fork safety, self-healing
API reference every class and method

Performance

Measured against diskcache, both with their default settings, on a RAM filesystem. Numpy measurement arrays from 100 KB to 100 MB, and 1 to 16 threads:

numpy array benchmark

More charts and the methodology are in the performance page.

Building from source

pip install .                           # or, for development:
meson setup build -Dwith_tests=true
meson compile -C build
meson test -C build

See installation for the build options.

License

MIT

Metadata

Release files for pysciqlop-cache 0.3.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pysciqlop-cache 0.3.2
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pysciqlop_cache-0.3.2.tar.gz 1.0 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for pysciqlop-cache 0.3.2
File
pysciqlop_cache-0.3.2-cp315-cp315t-win_arm64.whl CPython 3.15 CPython 3.15 free-threading Windows ARM64 Details
pysciqlop_cache-0.3.2-cp315-cp315t-win_amd64.whl CPython 3.15 CPython 3.15 free-threading Windows x86-64 Details
pysciqlop_cache-0.3.2-cp315-cp315t-musllinux_1_2_x86_64.whl CPython 3.15 CPython 3.15 free-threading Linux musl 1.2+ x86-64 Details
pysciqlop_cache-0.3.2-cp315-cp315t-musllinux_1_2_aarch64.whl CPython 3.15 CPython 3.15 free-threading Linux musl 1.2+ ARM64 Details
pysciqlop_cache-0.3.2-cp315-cp315t-manylinux_2_28_x86_64.whl CPython 3.15 CPython 3.15 free-threading Linux glibc 2.28+ x86-64 Details
pysciqlop_cache-0.3.2-cp315-cp315t-manylinux_2_28_aarch64.whl CPython 3.15 CPython 3.15 free-threading Linux glibc 2.28+ ARM64 Details
pysciqlop_cache-0.3.2-cp315-cp315t-macosx_13_0_x86_64.whl CPython 3.15 CPython 3.15 free-threading macOS 13.0+ x86-64 Details
pysciqlop_cache-0.3.2-cp315-cp315t-macosx_13_0_arm64.whl CPython 3.15 CPython 3.15 free-threading macOS 13.0+ ARM64 Details
pysciqlop_cache-0.3.2-cp315-cp315-win_arm64.whl CPython 3.15 CPython 3.15 Windows ARM64 Details
pysciqlop_cache-0.3.2-cp315-cp315-win_amd64.whl CPython 3.15 CPython 3.15 Windows x86-64 Details
pysciqlop_cache-0.3.2-cp315-cp315-musllinux_1_2_x86_64.whl CPython 3.15 CPython 3.15 Linux musl 1.2+ x86-64 Details
pysciqlop_cache-0.3.2-cp315-cp315-musllinux_1_2_aarch64.whl CPython 3.15 CPython 3.15 Linux musl 1.2+ ARM64 Details
pysciqlop_cache-0.3.2-cp315-cp315-manylinux_2_28_x86_64.whl CPython 3.15 CPython 3.15 Linux glibc 2.28+ x86-64 Details
pysciqlop_cache-0.3.2-cp315-cp315-manylinux_2_28_aarch64.whl CPython 3.15 CPython 3.15 Linux glibc 2.28+ ARM64 Details
pysciqlop_cache-0.3.2-cp315-cp315-macosx_13_0_x86_64.whl CPython 3.15 CPython 3.15 macOS 13.0+ x86-64 Details
pysciqlop_cache-0.3.2-cp315-cp315-macosx_13_0_arm64.whl CPython 3.15 CPython 3.15 macOS 13.0+ ARM64 Details
pysciqlop_cache-0.3.2-cp314-cp314t-win_arm64.whl CPython 3.14 CPython 3.14 free-threading Windows ARM64 Details
pysciqlop_cache-0.3.2-cp314-cp314t-win_amd64.whl CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
pysciqlop_cache-0.3.2-cp314-cp314t-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
pysciqlop_cache-0.3.2-cp314-cp314t-musllinux_1_2_aarch64.whl CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 Details
pysciqlop_cache-0.3.2-cp314-cp314t-manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ x86-64 Details
pysciqlop_cache-0.3.2-cp314-cp314t-manylinux_2_28_aarch64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ ARM64 Details
pysciqlop_cache-0.3.2-cp314-cp314t-macosx_13_0_x86_64.whl CPython 3.14 CPython 3.14 free-threading macOS 13.0+ x86-64 Details
pysciqlop_cache-0.3.2-cp314-cp314t-macosx_13_0_arm64.whl CPython 3.14 CPython 3.14 free-threading macOS 13.0+ ARM64 Details
pysciqlop_cache-0.3.2-cp314-cp314-win_arm64.whl CPython 3.14 CPython 3.14 Windows ARM64 Details
pysciqlop_cache-0.3.2-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details
pysciqlop_cache-0.3.2-cp314-cp314-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details
pysciqlop_cache-0.3.2-cp314-cp314-musllinux_1_2_aarch64.whl CPython 3.14 CPython 3.14 Linux musl 1.2+ ARM64 Details
pysciqlop_cache-0.3.2-cp314-cp314-manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.28+ x86-64 Details
pysciqlop_cache-0.3.2-cp314-cp314-manylinux_2_28_aarch64.whl CPython 3.14 CPython 3.14 Linux glibc 2.28+ ARM64 Details
pysciqlop_cache-0.3.2-cp314-cp314-macosx_13_0_x86_64.whl CPython 3.14 CPython 3.14 macOS 13.0+ x86-64 Details
pysciqlop_cache-0.3.2-cp314-cp314-macosx_13_0_arm64.whl CPython 3.14 CPython 3.14 macOS 13.0+ ARM64 Details
pysciqlop_cache-0.3.2-cp313-cp313-win_arm64.whl CPython 3.13 CPython 3.13 Windows ARM64 Details
pysciqlop_cache-0.3.2-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
pysciqlop_cache-0.3.2-cp313-cp313-musllinux_1_2_x86_64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
pysciqlop_cache-0.3.2-cp313-cp313-musllinux_1_2_aarch64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ ARM64 Details
pysciqlop_cache-0.3.2-cp313-cp313-manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-64 Details
pysciqlop_cache-0.3.2-cp313-cp313-manylinux_2_28_aarch64.whl CPython 3.13 CPython 3.13 Linux glibc 2.28+ ARM64 Details
pysciqlop_cache-0.3.2-cp313-cp313-macosx_13_0_x86_64.whl CPython 3.13 CPython 3.13 macOS 13.0+ x86-64 Details
pysciqlop_cache-0.3.2-cp313-cp313-macosx_13_0_arm64.whl CPython 3.13 CPython 3.13 macOS 13.0+ ARM64 Details
pysciqlop_cache-0.3.2-cp312-cp312-win_arm64.whl CPython 3.12 CPython 3.12 Windows ARM64 Details
pysciqlop_cache-0.3.2-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
pysciqlop_cache-0.3.2-cp312-cp312-musllinux_1_2_x86_64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
pysciqlop_cache-0.3.2-cp312-cp312-musllinux_1_2_aarch64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ ARM64 Details
pysciqlop_cache-0.3.2-cp312-cp312-manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64 Details
pysciqlop_cache-0.3.2-cp312-cp312-manylinux_2_28_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ ARM64 Details
pysciqlop_cache-0.3.2-cp312-cp312-macosx_13_0_x86_64.whl CPython 3.12 CPython 3.12 macOS 13.0+ x86-64 Details
pysciqlop_cache-0.3.2-cp312-cp312-macosx_13_0_arm64.whl CPython 3.12 CPython 3.12 macOS 13.0+ ARM64 Details
pysciqlop_cache-0.3.2-cp311-cp311-win_arm64.whl CPython 3.11 CPython 3.11 Windows ARM64 Details
pysciqlop_cache-0.3.2-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
pysciqlop_cache-0.3.2-cp311-cp311-musllinux_1_2_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
pysciqlop_cache-0.3.2-cp311-cp311-musllinux_1_2_aarch64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
pysciqlop_cache-0.3.2-cp311-cp311-manylinux_2_28_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.28+ x86-64 Details
pysciqlop_cache-0.3.2-cp311-cp311-manylinux_2_28_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.28+ ARM64 Details
pysciqlop_cache-0.3.2-cp311-cp311-macosx_13_0_x86_64.whl CPython 3.11 CPython 3.11 macOS 13.0+ x86-64 Details
pysciqlop_cache-0.3.2-cp311-cp311-macosx_13_0_arm64.whl CPython 3.11 CPython 3.11 macOS 13.0+ ARM64 Details
pysciqlop_cache-0.3.2-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
pysciqlop_cache-0.3.2-cp310-cp310-musllinux_1_2_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
pysciqlop_cache-0.3.2-cp310-cp310-musllinux_1_2_aarch64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
pysciqlop_cache-0.3.2-cp310-cp310-manylinux_2_28_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.28+ x86-64 Details
pysciqlop_cache-0.3.2-cp310-cp310-manylinux_2_28_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.28+ ARM64 Details
pysciqlop_cache-0.3.2-cp310-cp310-macosx_13_0_x86_64.whl CPython 3.10 CPython 3.10 macOS 13.0+ x86-64 Details
pysciqlop_cache-0.3.2-cp310-cp310-macosx_13_0_arm64.whl CPython 3.10 CPython 3.10 macOS 13.0+ ARM64 Details
pysciqlop_cache-0.3.2-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
pysciqlop_cache-0.3.2-cp39-cp39-musllinux_1_2_x86_64.whl CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
pysciqlop_cache-0.3.2-cp39-cp39-musllinux_1_2_aarch64.whl CPython 3.9 CPython 3.9 Linux musl 1.2+ ARM64 Details
pysciqlop_cache-0.3.2-cp39-cp39-manylinux_2_28_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.28+ x86-64 Details
pysciqlop_cache-0.3.2-cp39-cp39-manylinux_2_28_aarch64.whl CPython 3.9 CPython 3.9 Linux glibc 2.28+ ARM64 Details
pysciqlop_cache-0.3.2-cp39-cp39-macosx_13_0_x86_64.whl CPython 3.9 CPython 3.9 macOS 13.0+ x86-64 Details
pysciqlop_cache-0.3.2-cp39-cp39-macosx_13_0_arm64.whl CPython 3.9 CPython 3.9 macOS 13.0+ ARM64 Details

Total release size: 116.7 MB

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