hydraters

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Hydrate Python dictionaries with Rust. A general-purpose algorithm, used in pgstac to reduce the size of the items table.

import hydraters

base = {"a": "first", "b": "second", "c": {"d": "third"}}
item = {"c": {"e": "fourth", "f": "fifth"}}
result = hydraters.hydrate(base, item)
assert result == {
    "a": "first",
    "b": "second",
    "c": {"d": "third", "e": "fourth", "f": "fifth"},
}

If you want to clean out any lingering DO_NOT_MERGE_MARKER entries after hydration, pass strip_unmatched_markers=True. This will call hydraters.strip_unmatched_markers on the hydrated item before it is returned and will emit the same warning when markers are stripped.

import warnings
import hydraters

item = {"a": hydraters.DO_NOT_MERGE_MARKER, "b": {"c": "value"}}

with warnings.catch_warnings():
    warnings.simplefilter("ignore")
    hydraters.hydrate({}, item, strip_unmatched_markers=True)

assert item == {"b": {"c": "value"}}

Strip existing data back to a clean state by removing any keys whose value is DO_NOT_MERGE_MARKER. A warning lists every stripped path using JSONPath dot notation (for example $.assets[0].href).

item = {
    "a": hydraters.DO_NOT_MERGE_MARKER,
    "b": {"c": hydraters.DO_NOT_MERGE_MARKER, "d": 1},
}

hydraters.strip_unmatched_markers(item)
assert item == {"b": {"d": 1}}

Installation

python -m pip install hydraters

Or, if you're using uv:

uv add hydraters

Developing

Get Rust and uv. Then:

git clone git@github.com:developmentseed/hydraters.git
cd hydraters
uv sync
uv run pre-commit install

To run tests:

uv run pytest

Background

The code for this package was taken from pypgstac. It came from some benchmarking that determined it was much faster to do this operation in Rust than in pure Python.

License

MIT

Project links

Data verified by PyPI on May 27, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

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 quentonc from gravatar.com quentonc

Credits

Author: David Bitner

GitHub Statistics

Data verified by PyPI on May 27, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

Requires

Python >=3.10

Classifiers

Report project as malware

Metadata

Project links

Data verified by PyPI on May 27, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

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 quentonc from gravatar.com quentonc

Credits

Author: David Bitner

GitHub Statistics

Data verified by PyPI on May 27, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

Requires

Python >=3.10

Classifiers

Report project as malware

Release files for hydraters 0.1.4

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

Source distribution (sdist)

Source distribution for hydraters 0.1.4
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hydraters-0.1.4.tar.gz 88.6 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for hydraters 0.1.4
File
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hydraters-0.1.4-cp310-cp310-musllinux_1_2_i686.whl 480.9 kB CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-32 Details
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hydraters-0.1.4-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl 262.5 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ IBM System/390x Details
hydraters-0.1.4-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 358.7 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ PowerPC 64-le Details
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hydraters-0.1.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 242.0 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details
hydraters-0.1.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl 260.4 kB CPython 3.10 CPython 3.10 Linux glibc 2.5+ x86-32 Details

Total release size: 29.8 MB

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Release files / hydraters-0.1.4-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl

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Release files / hydraters-0.1.4-cp312-cp312-win_amd64.whl

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Release files / hydraters-0.1.4-cp312-cp312-musllinux_1_2_x86_64.whl

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Release files / hydraters-0.1.4-cp312-cp312-musllinux_1_2_aarch64.whl

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Release files / hydraters-0.1.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Release files / hydraters-0.1.4-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Release files / hydraters-0.1.4-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl

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0.1.4 This release

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0.1.1

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0.1.0

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