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 reusableFilter. Invalid programs raisejaq.CompileErrorwith 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
inputis a Python value (None,bool,int,float,str,bytes,list,tuple,dict). - With
text=True,inputmust be a JSON string or bytes; multiple whitespace-separated JSON documents are each fed to the filter, and their outputs are concatenated (like thejqCLI over a stream).
- By default
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
--slurpor 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)
| File | Size | Uploaded | Provenance | |
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Built distributions (wheels)
Total release size: 185.5 MB
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