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dbz-python

build license pypi-version

Python bindings for the dbz-lib Rust library. Used by the Databento Python client library.

Using this crate is for advanced users and is not fully documented or supported.

Installation

To install the latest stable version from PyPI:

pip install -U dbz-python

Usage

To read the metadata from a DBZ file into a dict, read the raw bytes and pass them to decode_metadata.

from dbz_python import decode_metadata

with open("my.dbz", "rb") as fin:
    metadata = decode_metadata(fin.read())
# Print symbology mappings
print(metadata["mappings"])

You can write DBZ files using write_dbz_file:

from dbz_python import write_dbz_file

records = [
    {"rtype": 160, "publisher_id": 1, "product_id": 1, "ts_event": 647784973705, "order_id": 1,
     "price": 3723000000000, "size": 1, "flags": -128, "channel_id": 0, "action": ord('C'),
     "side": ord('A'), "ts_recv": 1609160400000704060, "ts_in_delta": 0, "sequence": 1170352}
]
with open("my.dbz", "wb") as out:
    write_dbz_file(file=out, schema="mbo", dataset="custom", records=records, stype="product_id")

Note that the keys in the dictionaries in records must match the field names of the schema, or the function will raise a KeyError.

Building

dbz-python is written in Rust, so you'll need to have Rust installed as well as Maturin.

To build, run the following commands:

git clone https://github.com/databento/dbz
cd dbz
maturin build

To build the Python package and install it for the active Python interpreter in your PATH, run:

maturin develop

This will install a package named dbz_python in your current Python environment.

License

Distributed under the Apache 2.0 License.

Release files for dbz-python 0.2.1

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

Built distributions (wheels)

Table of built distributions (wheels) for dbz-python 0.2.1
File
dbz_python-0.2.1-cp311-none-win_amd64.whl CPython 3.11 none Windows x86-64 Details
dbz_python-0.2.1-cp311-cp311-musllinux_1_2_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
dbz_python-0.2.1-cp311-cp311-musllinux_1_2_aarch64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
dbz_python-0.2.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
dbz_python-0.2.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details
dbz_python-0.2.1-cp311-cp311-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl CPython 3.11 CPython 3.11 macOS 10.9+ x86-64, macOS 10.9+ universal2 (ARM64, x86-64), macOS 11.0+ ARM64 Details
dbz_python-0.2.1-cp311-cp311-macosx_10_7_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.7+ x86-64 Details
dbz_python-0.2.1-cp310-none-win_amd64.whl CPython 3.10 none Windows x86-64 Details
dbz_python-0.2.1-cp310-cp310-musllinux_1_2_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
dbz_python-0.2.1-cp310-cp310-musllinux_1_2_aarch64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
dbz_python-0.2.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
dbz_python-0.2.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details
dbz_python-0.2.1-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl CPython 3.10 CPython 3.10 macOS 10.9+ universal2 (ARM64, x86-64), macOS 11.0+ ARM64, macOS 10.9+ x86-64 Details
dbz_python-0.2.1-cp310-cp310-macosx_10_7_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.7+ x86-64 Details
dbz_python-0.2.1-cp39-none-win_amd64.whl CPython 3.9 none Windows x86-64 Details
dbz_python-0.2.1-cp39-cp39-musllinux_1_2_x86_64.whl CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
dbz_python-0.2.1-cp39-cp39-musllinux_1_2_aarch64.whl CPython 3.9 CPython 3.9 Linux musl 1.2+ ARM64 Details
dbz_python-0.2.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
dbz_python-0.2.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARM64 Details
dbz_python-0.2.1-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl CPython 3.9 CPython 3.9 macOS 10.9+ x86-64, macOS 10.9+ universal2 (ARM64, x86-64), macOS 11.0+ ARM64 Details
dbz_python-0.2.1-cp39-cp39-macosx_10_7_x86_64.whl CPython 3.9 CPython 3.9 macOS 10.7+ x86-64 Details
dbz_python-0.2.1-cp38-none-win_amd64.whl CPython 3.8 none Windows x86-64 Details
dbz_python-0.2.1-cp38-cp38-musllinux_1_2_x86_64.whl CPython 3.8 CPython 3.8 Linux musl 1.2+ x86-64 Details
dbz_python-0.2.1-cp38-cp38-musllinux_1_2_aarch64.whl CPython 3.8 CPython 3.8 Linux musl 1.2+ ARM64 Details
dbz_python-0.2.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details
dbz_python-0.2.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ ARM64 Details
dbz_python-0.2.1-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl CPython 3.8 CPython 3.8 macOS 10.9+ universal2 (ARM64, x86-64), macOS 11.0+ ARM64, macOS 10.9+ x86-64 Details
dbz_python-0.2.1-cp38-cp38-macosx_10_7_x86_64.whl CPython 3.8 CPython 3.8 macOS 10.7+ x86-64 Details
dbz_python-0.2.1-cp37-none-win_amd64.whl CPython 3.7 none Windows x86-64 Details
dbz_python-0.2.1-cp37-cp37m-musllinux_1_2_x86_64.whl CPython 3.7 CPython 3.7 pymalloc Linux musl 1.2+ x86-64 Details
dbz_python-0.2.1-cp37-cp37m-musllinux_1_2_aarch64.whl CPython 3.7 CPython 3.7 pymalloc Linux musl 1.2+ ARM64 Details
dbz_python-0.2.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 Details
dbz_python-0.2.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARM64 Details
dbz_python-0.2.1-cp37-cp37m-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64, macOS 10.9+ universal2 (ARM64, x86-64), macOS 11.0+ ARM64 Details
dbz_python-0.2.1-cp37-cp37m-macosx_10_7_x86_64.whl CPython 3.7 CPython 3.7 pymalloc macOS 10.7+ x86-64 Details

Total release size: 44.6 MB

Release files / dbz_python-0.2.1-cp311-none-win_amd64.whl

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Release files / dbz_python-0.2.1-cp311-cp311-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl

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Release files / dbz_python-0.2.1-cp310-none-win_amd64.whl

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Release files / dbz_python-0.2.1-cp310-cp310-musllinux_1_2_x86_64.whl

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