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

Project description

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.

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.

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