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jaq-rs

Python bindings for jaq, a jq-like JSON processor written in Rust.

Usage

import jaq

f = jaq.compile(".foo[] | . + 1")

f.run({"foo": [1, 2]})             # [2, 3]  — list of ALL outputs
f.run('{"foo": [1]}', text=True)   # [2]     — raw JSON text input
f.run("1 2 3", text=True)          # [1, 2, 3] — multiple JSON documents
  • jaq.compile(code) compiles a jq filter program and returns a reusable Filter. Invalid programs raise jaq.CompileError with a jq-style error report.
  • Filter.run(input, *, text=False) runs the filter on one input and returns a list of all outputs (a jq filter can produce zero, one, or many values).
    • By default input is a Python value (None, bool, int, float, str, bytes, list, tuple, dict).
    • With text=True, input must be a JSON string or bytes; multiple whitespace-separated JSON documents are each fed to the filter, and their outputs are concatenated (like the jq CLI over a stream).

Convenience methods

f = jaq.compile(".users[].name")

f.first(data)   # first output only; evaluation stops early (lazy).
                # Raises IndexError if the filter yields no output.
f.text(data)    # all outputs serialized as JSON, joined by newlines
                # (like the jq CLI): '"alice"\n"bob"'

Both accept the same text= and vars= keywords as run().

Variables

Declare variable names at compile time and provide their values per run:

f = jaq.compile(".[] | select(.type == $context)", vars=["context"])
f.run(items, vars={"context": "order"})

Values can be any convertible Python value (like the jq CLI's --argjson). A missing or undeclared variable raises ValueError.

jaq.analyze() answers what a program reads, from its parse tree alone, so it also works on programs that call filters jaq does not define:

a = jaq.analyze('{id: $context.id, token: $secrets["api"]} | .id')
a.reads_input      # False — `.id` sees the object on the left, not the input
a.vars             # {'context': frozenset({'id'}), 'secrets': frozenset({'api'})}

jaq.analyze("length").reads_input          # True — builtins run on the input
jaq.analyze("$context | keys").vars        # {'context': None} — used whole

It is conservative: anything not provably input-free counts as reading the input (unknown calls, formats such as @base64, {a} shorthand, an if without else), and any use of a variable other than a literal key access reports the whole variable.

vars lists only free variables — names bound by the program itself (… as $x, reduce/foreach, def f($x):) are excluded, and a $name inside a string literal or comment is not counted — so it is exactly what compile() has to declare:

code = ".[] | select(.type == $context) | .n > $min"

jaq.analyze(code).vars           # {'context': None, 'min': None}
f = jaq.compile(code, vars=list(jaq.analyze(code).vars))

Exceptions

Exception
└── jaq.JaqError
    ├── jaq.CompileError    — invalid filter program
    ├── jaq.ParseError      — text=True input is not valid JSON
    └── jaq.ExecutionError  — runtime error (error("..."), bad index, ...)

Unconvertible Python inputs raise the builtin TypeError.

Value conversion

Python jaq notes
None / bool / int / float / str null / bool / number / string ints of any size are lossless
bytes byte string jaq is a JSON superset
list / tuple array tuples come back as lists
dict object non-string keys are allowed and preserved

Decimal literals from JSON text (e.g. 0.1) are returned as float. Strings with invalid UTF-8 are decoded lossily.

Building

Requires Rust (cargo) and Python ≥ 3.10.

python3 -m venv .venv
.venv/bin/pip install maturin pytest
.venv/bin/maturin develop        # build + install into the venv
.venv/bin/python -m pytest tests/

Free-threading

The extension declares free-threaded support (gil_used = false): on a free-threaded CPython build (e.g. 3.14t) the GIL stays disabled, and a Filter (which is immutable) can be shared across threads to run filters truly in parallel. As with any Python code, don't mutate an input object from another thread while run() is converting it.

Limitations

  • On GIL-enabled builds, the GIL is held while a filter runs (jaq values are not thread-safe to move), so a long-running filter blocks other Python threads. compile() releases the GIL.
  • No support yet for jq command-line features such as --slurp or loading filter files.

Metadata

Release files for jaq-rs 0.3.0

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

Source distribution (sdist)

Source distribution for jaq-rs 0.3.0
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Built distributions (wheels)

Table of built distributions (wheels) for jaq-rs 0.3.0
File
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jaq_rs-0.3.0-pp311-pypy311_pp73-musllinux_1_1_armv7l.whl PyPy 3.11 PyPy 3.11 7.3 Linux musl 1.1+ ARMv7l Details
jaq_rs-0.3.0-pp311-pypy311_pp73-musllinux_1_1_aarch64.whl PyPy 3.11 PyPy 3.11 7.3 Linux musl 1.1+ ARM64 Details
jaq_rs-0.3.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ x86-64 Details
jaq_rs-0.3.0-pp311-pypy311_pp73-manylinux_2_17_i686.manylinux2014_i686.whl PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ x86-32 Details
jaq_rs-0.3.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ ARM64 Details
jaq_rs-0.3.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl PyPy 3.11 PyPy 3.11 7.3 macOS 11.0+ ARM64 Details
jaq_rs-0.3.0-pp311-pypy311_pp73-macosx_10_12_x86_64.whl PyPy 3.11 PyPy 3.11 7.3 macOS 10.12+ x86-64 Details
jaq_rs-0.3.0-cp314-cp314t-win_arm64.whl CPython 3.14 CPython 3.14 free-threading Windows ARM64 Details
jaq_rs-0.3.0-cp314-cp314t-win_amd64.whl CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
jaq_rs-0.3.0-cp314-cp314t-musllinux_1_1_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux musl 1.1+ x86-64 Details
jaq_rs-0.3.0-cp314-cp314t-musllinux_1_1_armv7l.whl CPython 3.14 CPython 3.14 free-threading Linux musl 1.1+ ARMv7l Details
jaq_rs-0.3.0-cp314-cp314t-musllinux_1_1_aarch64.whl CPython 3.14 CPython 3.14 free-threading Linux musl 1.1+ ARM64 Details
jaq_rs-0.3.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64 Details
jaq_rs-0.3.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ IBM System/390x Details
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jaq_rs-0.3.0-cp314-cp314t-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-32 Details
jaq_rs-0.3.0-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARMv7l Details
jaq_rs-0.3.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 Details
jaq_rs-0.3.0-cp314-cp314t-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details
jaq_rs-0.3.0-cp314-cp314t-macosx_10_12_x86_64.whl CPython 3.14 CPython 3.14 free-threading macOS 10.12+ x86-64 Details
jaq_rs-0.3.0-cp314-cp314-win_arm64.whl CPython 3.14 CPython 3.14 Windows ARM64 Details
jaq_rs-0.3.0-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details
jaq_rs-0.3.0-cp314-cp314-win32.whl CPython 3.14 CPython 3.14 Windows x86-32 Details
jaq_rs-0.3.0-cp314-cp314-pyemscripten_2026_0_wasm32.whl CPython 3.14 CPython 3.14 PyEmscripten 2026.0+ WebAssembly Details
jaq_rs-0.3.0-cp314-cp314-musllinux_1_1_x86_64.whl CPython 3.14 CPython 3.14 Linux musl 1.1+ x86-64 Details
jaq_rs-0.3.0-cp314-cp314-musllinux_1_1_armv7l.whl CPython 3.14 CPython 3.14 Linux musl 1.1+ ARMv7l Details
jaq_rs-0.3.0-cp314-cp314-musllinux_1_1_aarch64.whl CPython 3.14 CPython 3.14 Linux musl 1.1+ ARM64 Details
jaq_rs-0.3.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.17+ x86-64 Details
jaq_rs-0.3.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl CPython 3.14 CPython 3.14 Linux glibc 2.17+ IBM System/390x Details
jaq_rs-0.3.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl CPython 3.14 CPython 3.14 Linux glibc 2.17+ PowerPC 64-le Details
jaq_rs-0.3.0-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.14 CPython 3.14 Linux glibc 2.17+ x86-32 Details
jaq_rs-0.3.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl CPython 3.14 CPython 3.14 Linux glibc 2.17+ ARMv7l Details
jaq_rs-0.3.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.14 CPython 3.14 Linux glibc 2.17+ ARM64 Details
jaq_rs-0.3.0-cp314-cp314-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
jaq_rs-0.3.0-cp314-cp314-macosx_10_12_x86_64.whl CPython 3.14 CPython 3.14 macOS 10.12+ x86-64 Details
jaq_rs-0.3.0-cp313-cp313-win_arm64.whl CPython 3.13 CPython 3.13 Windows ARM64 Details
jaq_rs-0.3.0-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
jaq_rs-0.3.0-cp313-cp313-win32.whl CPython 3.13 CPython 3.13 Windows x86-32 Details
jaq_rs-0.3.0-cp313-cp313-musllinux_1_1_x86_64.whl CPython 3.13 CPython 3.13 Linux musl 1.1+ x86-64 Details
jaq_rs-0.3.0-cp313-cp313-musllinux_1_1_armv7l.whl CPython 3.13 CPython 3.13 Linux musl 1.1+ ARMv7l Details
jaq_rs-0.3.0-cp313-cp313-musllinux_1_1_aarch64.whl CPython 3.13 CPython 3.13 Linux musl 1.1+ ARM64 Details
jaq_rs-0.3.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64 Details
jaq_rs-0.3.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ IBM System/390x Details
jaq_rs-0.3.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ PowerPC 64-le Details
jaq_rs-0.3.0-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-32 Details
jaq_rs-0.3.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ ARMv7l Details
jaq_rs-0.3.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ ARM64 Details
jaq_rs-0.3.0-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
jaq_rs-0.3.0-cp313-cp313-macosx_10_12_x86_64.whl CPython 3.13 CPython 3.13 macOS 10.12+ x86-64 Details
jaq_rs-0.3.0-cp312-cp312-win_arm64.whl CPython 3.12 CPython 3.12 Windows ARM64 Details
jaq_rs-0.3.0-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
jaq_rs-0.3.0-cp312-cp312-win32.whl CPython 3.12 CPython 3.12 Windows x86-32 Details
jaq_rs-0.3.0-cp312-cp312-musllinux_1_1_x86_64.whl CPython 3.12 CPython 3.12 Linux musl 1.1+ x86-64 Details
jaq_rs-0.3.0-cp312-cp312-musllinux_1_1_armv7l.whl CPython 3.12 CPython 3.12 Linux musl 1.1+ ARMv7l Details
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jaq_rs-0.3.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
jaq_rs-0.3.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ IBM System/390x Details
jaq_rs-0.3.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ PowerPC 64-le Details
jaq_rs-0.3.0-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-32 Details
jaq_rs-0.3.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARMv7l Details
jaq_rs-0.3.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARM64 Details
jaq_rs-0.3.0-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
jaq_rs-0.3.0-cp312-cp312-macosx_10_12_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.12+ x86-64 Details
jaq_rs-0.3.0-cp311-cp311-win_arm64.whl CPython 3.11 CPython 3.11 Windows ARM64 Details
jaq_rs-0.3.0-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
jaq_rs-0.3.0-cp311-cp311-win32.whl CPython 3.11 CPython 3.11 Windows x86-32 Details
jaq_rs-0.3.0-cp311-cp311-musllinux_1_1_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.1+ x86-64 Details
jaq_rs-0.3.0-cp311-cp311-musllinux_1_1_armv7l.whl CPython 3.11 CPython 3.11 Linux musl 1.1+ ARMv7l Details
jaq_rs-0.3.0-cp311-cp311-musllinux_1_1_aarch64.whl CPython 3.11 CPython 3.11 Linux musl 1.1+ ARM64 Details
jaq_rs-0.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
jaq_rs-0.3.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ IBM System/390x Details
jaq_rs-0.3.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ PowerPC 64-le Details
jaq_rs-0.3.0-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-32 Details
jaq_rs-0.3.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARMv7l Details
jaq_rs-0.3.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details
jaq_rs-0.3.0-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
jaq_rs-0.3.0-cp311-cp311-macosx_10_12_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.12+ x86-64 Details
jaq_rs-0.3.0-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
jaq_rs-0.3.0-cp310-cp310-win32.whl CPython 3.10 CPython 3.10 Windows x86-32 Details
jaq_rs-0.3.0-cp310-cp310-musllinux_1_1_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.1+ x86-64 Details
jaq_rs-0.3.0-cp310-cp310-musllinux_1_1_armv7l.whl CPython 3.10 CPython 3.10 Linux musl 1.1+ ARMv7l Details
jaq_rs-0.3.0-cp310-cp310-musllinux_1_1_aarch64.whl CPython 3.10 CPython 3.10 Linux musl 1.1+ ARM64 Details
jaq_rs-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
jaq_rs-0.3.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ IBM System/390x Details
jaq_rs-0.3.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ PowerPC 64-le Details
jaq_rs-0.3.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-32 Details
jaq_rs-0.3.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARMv7l Details
jaq_rs-0.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details
jaq_rs-0.3.0-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
jaq_rs-0.3.0-cp310-cp310-macosx_10_12_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.12+ x86-64 Details

Total release size: 185.5 MB

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