jq.py: a lightweight and flexible JSON processor
This project contains Python bindings for jq.
Installation
Wheels are built for various Python versions and architectures on Linux and Mac OS X. On these platforms, you should be able to install jq with a normal pip install:
pip install jq
If a wheel is not available, the source for jq 1.6 is downloaded over HTTPS and built. This requires:
- Autoreconf
- The normal C compiler toolchain, such as gcc and make.
- libtool
- Python headers.
Debian, Ubuntu or relatives
If on Debian, Ubuntu or relatives, running the following command should be sufficient:
apt-get install autoconf automake build-essential libtool python-dev
Red Hat, Fedora, CentOS or relatives
If on Red Hat, Fedora, CentOS, or relatives, running the following command should be sufficient:
yum groupinstall "Development Tools"
yum install autoconf automake libtool python python-devel
Mac OS X
If on Mac OS X, you probably want to install Xcode and Homebrew. Once Homebrew is installed, you can install the remaining dependencies with:
brew install autoconf automake libtool
Usage
Using jq requires three steps:
- Call
jq.compile()
to compile a jq program. - Call an input method on the compiled program to supply the input.
- Call an output method on the result to retrieve the output.
For instance:
import jq
assert jq.compile(".+5").input_value(42).first() == 47
Input methods
Call .input_value()
to supply a valid JSON value, such as the values returned from json.load
:
import jq
assert jq.compile(".").input_value(None).first() == None
assert jq.compile(".").input_value(42).first() == 42
assert jq.compile(".").input_value(0.42).first() == 0.42
assert jq.compile(".").input_value(True).first() == True
assert jq.compile(".").input_value("hello").first() == "hello"
Call .input_values()
to supply multiple valid JSON values, such as the values returned from json.load
:
import jq
assert jq.compile(".+5").input_values([1, 2, 3]).all() == [6, 7, 8]
Call .input_text()
to supply unparsed JSON text:
import jq
assert jq.compile(".").input_text("null").first() == None
assert jq.compile(".").input_text("42").first() == 42
assert jq.compile(".").input_text("0.42").first() == 0.42
assert jq.compile(".").input_text("true").first() == True
assert jq.compile(".").input_text('"hello"').first() == "hello"
assert jq.compile(".").input_text("1\n2\n3").all() == [1, 2, 3]
Pass slurp=True
to .input_text()
to read the entire input into an array:
import jq
assert jq.compile(".").input_text("1\n2\n3", slurp=True).first() == [1, 2, 3]
You can also call the older input()
method by passing:
- a valid JSON value, such as the values returned from
json.load
, as a positional argument - unparsed JSON text as the keyword argument
text
For instance:
import jq
assert jq.compile(".").input("hello").first() == "hello"
assert jq.compile(".").input(text='"hello"').first() == "hello"
Output methods
Calling first()
on the result will run the program with the given input,
and return the first output element.
import jq
assert jq.compile(".").input_value("hello").first() == "hello"
assert jq.compile("[.[]+1]").input_value([1, 2, 3]).first() == [2, 3, 4]
assert jq.compile(".[]+1").input_value([1, 2, 3]).first() == 2
Call text()
instead of first()
to serialise the output into JSON text:
assert jq.compile(".").input_value("42").text() == '"42"'
When calling text()
, if there are multiple output elements, each element is represented by a separate line:
assert jq.compile(".[]").input_value([1, 2, 3]).text() == "1\n2\n3"
Call all()
to get all of the output elements in a list:
assert jq.compile(".[]+1").input_value([1, 2, 3]).all() == [2, 3, 4]
Call iter()
to get all of the output elements as an iterator:
iterator = iter(jq.compile(".[]+1").input_value([1, 2, 3]))
assert next(iterator, None) == 2
assert next(iterator, None) == 3
assert next(iterator, None) == 4
assert next(iterator, None) == None
Arguments
Calling compile()
with the args
argument allows predefined variables to be used within the program:
program = jq.compile("$a + $b + .", args={"a": 100, "b": 20})
assert program.input_value(3).first() == 123
Convenience functions
Convenience functions are available to get the output for a program and input in one call:
assert jq.first(".[] + 1", [1, 2, 3]) == 2
assert jq.first(".[] + 1", text="[1, 2, 3]") == 2
assert jq.text(".[] + 1", [1, 2, 3]) == "2\n3\n4"
assert jq.all(".[] + 1", [1, 2, 3]) == [2, 3, 4]
assert list(jq.iter(".[] + 1", [1, 2, 3])) == [2, 3, 4]
Original program string
The original program string is available on a compiled program as the program_string
attribute:
program = jq.compile(".")
assert program.program_string == "."