PyPI version Conda (channel only) Arch version Python Version PyPI Platforms Conda Platforms Downloads PyPI Downloads Conda Downloads License Build Status C++17

indexed_zstd

A Python module for fast random access to zstd-compressed files without full decompression.

IndexedZstdFile implements Python's io.BufferedReader interface, so it works as a drop-in replacement for open() on .zst files — supporting seek(), read(), readline(), tell(), and context managers.

Under the hood it uses libzstd-seek to build a jump table of frame boundaries, enabling O(1) seeking to any position in multi-frame archives.

This project is based on indexed_bzip2 to target zstd specifically.

How it works

Zstd files can contain multiple independently compressed frames. indexed_zstd scans frame boundaries on first access and builds an in-memory jump table that maps uncompressed offsets to compressed positions. When you seek(), only the relevant frame is decompressed.

Seeking within a frame is emulated by decompressing from the frame start, so the more frames your archive has, the faster random access will be.

To create multi-frame archives use t2sz or the --stream-size option of the zstd CLI.

Installation

pip (recommended)

Pre-built wheels are available for Linux, macOS, and Windows:

pip install indexed-zstd

If no wheel is available for your platform, pip will build from source automatically. In that case you need zstd development headers and a C++17 compiler:

# Debian/Ubuntu
sudo apt install libzstd-dev

# macOS
brew install zstd

conda

conda install -c conda-forge indexed_zstd

Arch Linux

python-indexed-zstd is available in the official Arch Linux extra repository:

sudo pacman -S python-indexed-zstd

Usage

Basic random access

from indexed_zstd import IndexedZstdFile

with IndexedZstdFile("example.zst") as f:
    f.seek(1024)
    data = f.read(256)
    print(f.tell())       # 1280
    print(f.seekable())   # True

Reading line by line

from indexed_zstd import IndexedZstdFile

with IndexedZstdFile("logfile.zst") as f:
    for line in f:
        if b"ERROR" in line:
            print(line.decode())

Opening by file descriptor

import os
from indexed_zstd import IndexedZstdFile

fd = os.open("example.zst", os.O_RDONLY)
with IndexedZstdFile(fd) as f:
    data = f.read()

Inspecting frame structure

from indexed_zstd import IndexedZstdFile

with IndexedZstdFile("example.zst") as f:
    print(f.size())              # uncompressed size in bytes
    print(f.number_of_frames())  # number of zstd frames
    print(f.is_multiframe())     # True if more than one frame
    print(f.block_offsets())     # {compressed_offset: uncompressed_offset, ...}

API reference

IndexedZstdFile inherits from io.BufferedReader and adds:

Method Description
size() Uncompressed file size in bytes
number_of_frames() Total number of zstd frames
is_multiframe() True if the file contains more than one frame
block_offsets() dict mapping compressed offsets to uncompressed offsets
available_block_offsets() Same as block_offsets(), but returns only the offsets discovered so far
set_block_offsets(offsets) Manually set the jump table from a dict
block_offsets_complete() True if the jump table has been fully built
tell_compressed() Current position in the compressed stream

All standard io.BufferedReader methods are available: read(), readline(), readlines(), seek(), tell(), seekable(), readable(), fileno(), close(), etc.

Testing

The test suite requires gen_seekable (built from the bundled submodule) and covers API, error paths, round-trip, reference, and heavy-data scenarios.

# Build gen_seekable from the submodule
cmake -S indexed_zstd/libzstd-seek -B indexed_zstd/libzstd-seek/build -DBUILD_TESTS=ON
cmake --build indexed_zstd/libzstd-seek/build --target gen_seekable

# Add it to PATH
export PATH="$PWD/indexed_zstd/libzstd-seek/build/tests:$PATH"

# Run the standard test suite (111 tests)
python -m pytest tests/ -v -m "not heavy and not reference"

Additional test categories (optional):

Marker Requirements Description
reference zstd CLI in PATH Compares library output against zstd -d
heavy t2sz in PATH Large realistic data tests (10-50 MB) 
# Run everything including reference and heavy tests
python -m pytest tests/ -v

Building from source

Requires a C++17 compiler, Cython, and platform-specific zstd libraries.

# Clone with submodules (includes libzstd-seek)
git clone --recurse-submodules https://github.com/martinellimarco/indexed_zstd.git
cd indexed_zstd
pip install cython setuptools

Linux

sudo apt install libzstd-dev    # Debian/Ubuntu
pip install .

macOS

brew install zstd
pip install .

Windows

Requires Visual Studio Build Tools with the C++ workload.

python libzstd/_get_zstd.py    # downloads zstd headers and DLL (on ARM64 builds a static library, needs CMake)
pip install .

License

MIT

Project links

Key dates

PyPI data
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  • Released:
Latest release

1 maintainer

PyPI data
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Avatar for martinellimarco from gravatar.com martinellimarco

Credits

Author: Marco Martinelli with the help of Maximilian Knespel

License

MIT License (MIT)

Requires

Python >=3.10

Classifiers

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for martinellimarco from gravatar.com martinellimarco

Credits

Author: Marco Martinelli with the help of Maximilian Knespel

License

MIT License (MIT)

Requires

Python >=3.10

Classifiers

Release files for indexed-zstd 1.7.2

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

Source distribution (sdist)

Source distribution for indexed-zstd 1.7.2
File Size Uploaded Provenance
indexed_zstd-1.7.2.tar.gz 158.3 kB Without provenance Details

Built distributions (wheels)

Table of built distributions (wheels) for indexed-zstd 1.7.2
File
indexed_zstd-1.7.2-cp315-cp315t-win_arm64.whl 489.3 kB Without provenance CPython 3.15 CPython 3.15 free-threading Windows ARM64 Details
indexed_zstd-1.7.2-cp315-cp315t-win_amd64.whl 784.9 kB Without provenance CPython 3.15 CPython 3.15 free-threading Windows x86-64 Details
indexed_zstd-1.7.2-cp315-cp315t-musllinux_1_2_x86_64.whl 1.8 MB Without provenance CPython 3.15 CPython 3.15 free-threading Linux musl 1.2+ x86-64 Details
indexed_zstd-1.7.2-cp315-cp315t-musllinux_1_2_aarch64.whl 1.7 MB Without provenance CPython 3.15 CPython 3.15 free-threading Linux musl 1.2+ ARM64 Details
indexed_zstd-1.7.2-cp315-cp315t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 705.5 kB Without provenance CPython 3.15 CPython 3.15 free-threading Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
indexed_zstd-1.7.2-cp315-cp315t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 693.0 kB Without provenance CPython 3.15 CPython 3.15 free-threading Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64 Details
indexed_zstd-1.7.2-cp315-cp315t-macosx_15_0_arm64.whl 313.4 kB Without provenance CPython 3.15 CPython 3.15 free-threading macOS 15.0+ ARM64 Details
indexed_zstd-1.7.2-cp315-cp315-win_arm64.whl 486.2 kB Without provenance CPython 3.15 CPython 3.15 Windows ARM64 Details
indexed_zstd-1.7.2-cp315-cp315-win_amd64.whl 781.9 kB Without provenance CPython 3.15 CPython 3.15 Windows x86-64 Details
indexed_zstd-1.7.2-cp315-cp315-musllinux_1_2_x86_64.whl 1.8 MB Without provenance CPython 3.15 CPython 3.15 Linux musl 1.2+ x86-64 Details
indexed_zstd-1.7.2-cp315-cp315-musllinux_1_2_aarch64.whl 1.7 MB Without provenance CPython 3.15 CPython 3.15 Linux musl 1.2+ ARM64 Details
indexed_zstd-1.7.2-cp315-cp315-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 691.6 kB Without provenance CPython 3.15 CPython 3.15 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
indexed_zstd-1.7.2-cp315-cp315-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 676.4 kB Without provenance CPython 3.15 CPython 3.15 Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details
indexed_zstd-1.7.2-cp315-cp315-macosx_15_0_arm64.whl 310.2 kB Without provenance CPython 3.15 CPython 3.15 macOS 15.0+ ARM64 Details
indexed_zstd-1.7.2-cp314-cp314t-win_arm64.whl 489.8 kB Without provenance CPython 3.14 CPython 3.14 free-threading Windows ARM64 Details
indexed_zstd-1.7.2-cp314-cp314t-win_amd64.whl 785.3 kB Without provenance CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
indexed_zstd-1.7.2-cp314-cp314t-musllinux_1_2_x86_64.whl 1.8 MB Without provenance CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
indexed_zstd-1.7.2-cp314-cp314t-musllinux_1_2_aarch64.whl 1.7 MB Without provenance CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 Details
indexed_zstd-1.7.2-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 688.4 kB Without provenance CPython 3.14 CPython 3.14 free-threading Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
indexed_zstd-1.7.2-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 687.6 kB Without provenance CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details
indexed_zstd-1.7.2-cp314-cp314t-macosx_15_0_arm64.whl 313.9 kB Without provenance CPython 3.14 CPython 3.14 free-threading macOS 15.0+ ARM64 Details
indexed_zstd-1.7.2-cp314-cp314-win_arm64.whl 486.3 kB Without provenance CPython 3.14 CPython 3.14 Windows ARM64 Details
indexed_zstd-1.7.2-cp314-cp314-win_amd64.whl 782.1 kB Without provenance CPython 3.14 CPython 3.14 Windows x86-64 Details
indexed_zstd-1.7.2-cp314-cp314-musllinux_1_2_x86_64.whl 1.8 MB Without provenance CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details
indexed_zstd-1.7.2-cp314-cp314-musllinux_1_2_aarch64.whl 1.7 MB Without provenance CPython 3.14 CPython 3.14 Linux musl 1.2+ ARM64 Details
indexed_zstd-1.7.2-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 690.7 kB Without provenance CPython 3.14 CPython 3.14 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
indexed_zstd-1.7.2-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 676.8 kB Without provenance CPython 3.14 CPython 3.14 Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64 Details
indexed_zstd-1.7.2-cp314-cp314-macosx_15_0_arm64.whl 310.3 kB Without provenance CPython 3.14 CPython 3.14 macOS 15.0+ ARM64 Details
indexed_zstd-1.7.2-cp313-cp313-win_arm64.whl 469.8 kB Without provenance CPython 3.13 CPython 3.13 Windows ARM64 Details
indexed_zstd-1.7.2-cp313-cp313-win_amd64.whl 761.2 kB Without provenance CPython 3.13 CPython 3.13 Windows x86-64 Details
indexed_zstd-1.7.2-cp313-cp313-musllinux_1_2_x86_64.whl 1.8 MB Without provenance CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
indexed_zstd-1.7.2-cp313-cp313-musllinux_1_2_aarch64.whl 1.7 MB Without provenance CPython 3.13 CPython 3.13 Linux musl 1.2+ ARM64 Details
indexed_zstd-1.7.2-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 693.2 kB Without provenance CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-64, Linux glibc 2.24+ x86-64 Details
indexed_zstd-1.7.2-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 676.5 kB Without provenance CPython 3.13 CPython 3.13 Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details
indexed_zstd-1.7.2-cp313-cp313-macosx_15_0_arm64.whl 309.9 kB Without provenance CPython 3.13 CPython 3.13 macOS 15.0+ ARM64 Details
indexed_zstd-1.7.2-cp312-cp312-win_arm64.whl 470.6 kB Without provenance CPython 3.12 CPython 3.12 Windows ARM64 Details
indexed_zstd-1.7.2-cp312-cp312-win_amd64.whl 761.8 kB Without provenance CPython 3.12 CPython 3.12 Windows x86-64 Details
indexed_zstd-1.7.2-cp312-cp312-musllinux_1_2_x86_64.whl 1.8 MB Without provenance CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
indexed_zstd-1.7.2-cp312-cp312-musllinux_1_2_aarch64.whl 1.7 MB Without provenance CPython 3.12 CPython 3.12 Linux musl 1.2+ ARM64 Details
indexed_zstd-1.7.2-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 701.3 kB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
indexed_zstd-1.7.2-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 684.4 kB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.24+ ARM64, Linux glibc 2.28+ ARM64 Details
indexed_zstd-1.7.2-cp312-cp312-macosx_15_0_arm64.whl 310.6 kB Without provenance CPython 3.12 CPython 3.12 macOS 15.0+ ARM64 Details
indexed_zstd-1.7.2-cp311-cp311-win_arm64.whl 470.3 kB Without provenance CPython 3.11 CPython 3.11 Windows ARM64 Details
indexed_zstd-1.7.2-cp311-cp311-win_amd64.whl 761.6 kB Without provenance CPython 3.11 CPython 3.11 Windows x86-64 Details
indexed_zstd-1.7.2-cp311-cp311-musllinux_1_2_x86_64.whl 1.8 MB Without provenance CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
indexed_zstd-1.7.2-cp311-cp311-musllinux_1_2_aarch64.whl 1.7 MB Without provenance CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
indexed_zstd-1.7.2-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 695.9 kB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
indexed_zstd-1.7.2-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 680.7 kB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details
indexed_zstd-1.7.2-cp311-cp311-macosx_15_0_arm64.whl 310.4 kB Without provenance CPython 3.11 CPython 3.11 macOS 15.0+ ARM64 Details
indexed_zstd-1.7.2-cp310-cp310-win_arm64.whl 470.4 kB Without provenance CPython 3.10 CPython 3.10 Windows ARM64 Details
indexed_zstd-1.7.2-cp310-cp310-win_amd64.whl 761.7 kB Without provenance CPython 3.10 CPython 3.10 Windows x86-64 Details
indexed_zstd-1.7.2-cp310-cp310-musllinux_1_2_x86_64.whl 1.8 MB Without provenance CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
indexed_zstd-1.7.2-cp310-cp310-musllinux_1_2_aarch64.whl 1.7 MB Without provenance CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
indexed_zstd-1.7.2-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl 683.0 kB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
indexed_zstd-1.7.2-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl 665.8 kB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.28+ ARM64, Linux glibc 2.24+ ARM64 Details
indexed_zstd-1.7.2-cp310-cp310-macosx_15_0_arm64.whl 310.6 kB Without provenance CPython 3.10 CPython 3.10 macOS 15.0+ ARM64 Details

Total release size: 51.9 MB

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