Skip to main content

A poor man's debugger for Python.

Project description

PySnooper - Never use print for debugging again

Travis CI

PySnooper is a poor man's debugger.

You're trying to figure out why your Python code isn't doing what you think it should be doing. You'd love to use a full-fledged debugger with breakpoints and watches, but you can't be bothered to set one up right now.

You want to know which lines are running and which aren't, and what the values of the local variables are.

Most people would use print lines, in strategic locations, some of them showing the values of variables.

PySnooper lets you do the same, except instead of carefully crafting the right print lines, you just add one decorator line to the function you're interested in. You'll get a play-by-play log of your function, including which lines ran and when, and exactly when local variables were changed.

What makes PySnooper stand out from all other code intelligence tools? You can use it in your shitty, sprawling enterprise codebase without having to do any setup. Just slap the decorator on, as shown below, and redirect the output to a dedicated log file by specifying its path as the first argument.

Example

We're writing a function that converts a number to binary, by returning a list of bits. Let's snoop on it by adding the @pysnooper.snoop() decorator:

import pysnooper

@pysnooper.snoop()
def number_to_bits(number):
    if number:
        bits = []
        while number:
            number, remainder = divmod(number, 2)
            bits.insert(0, remainder)
        return bits
    else:
        return [0]

number_to_bits(6)

The output to stderr is:

Starting var:.. number = 6
15:29:11.327032 call         4 def number_to_bits(number):
15:29:11.327032 line         5     if number:
15:29:11.327032 line         6         bits = []
New var:....... bits = []
15:29:11.327032 line         7         while number:
15:29:11.327032 line         8             number, remainder = divmod(number, 2)
New var:....... remainder = 0
Modified var:.. number = 3
15:29:11.327032 line         9             bits.insert(0, remainder)
Modified var:.. bits = [0]
15:29:11.327032 line         7         while number:
15:29:11.327032 line         8             number, remainder = divmod(number, 2)
Modified var:.. number = 1
Modified var:.. remainder = 1
15:29:11.327032 line         9             bits.insert(0, remainder)
Modified var:.. bits = [1, 0]
15:29:11.327032 line         7         while number:
15:29:11.327032 line         8             number, remainder = divmod(number, 2)
Modified var:.. number = 0
15:29:11.327032 line         9             bits.insert(0, remainder)
Modified var:.. bits = [1, 1, 0]
15:29:11.327032 line         7         while number:
15:29:11.327032 line        10         return bits
15:29:11.327032 return      10         return bits
Return value:.. [1, 1, 0]

Features

If stderr is not easily accessible for you, you can redirect the output to a file:

@pysnooper.snoop('/my/log/file.log')

You can also pass a stream or a callable instead, and they'll be used.

See values of some expressions that aren't local variables:

@pysnooper.snoop(watch=('foo.bar', 'self.x["whatever"]'))

Expand values to see all their attributes or items of lists/dictionaries:

@pysnooper.snoop(watch_explode=('foo', 'self'))

This will output lines like:

Modified var:.. foo[2] = 'whatever'
New var:....... self.baz = 8

(see Advanced Usage for more control)

Show snoop lines for functions that your function calls:

@pysnooper.snoop(depth=2)

Start all snoop lines with a prefix, to grep for them easily:

@pysnooper.snoop(prefix='ZZZ ')

Installation

$ pip install pysnooper

Advanced Usage

watch_explode will automatically guess how to expand the expression passed to it based on its class. You can be more specific by using one of the following classes:

import pysnooper

@pysnooper.snoop(watch=(
    pysnooper.Attrs('x'),    # attributes
    pysnooper.Keys('y'),     # mapping (e.g. dict) items
    pysnooper.Indices('z'),  # sequence (e.g. list/tuple) items
))

Exclude specific keys/attributes/indices with the exclude parameter, e.g. Attrs('x', exclude=('_foo', '_bar')).

Add a slice after Indices to only see the values within that slice, e.g. Indices('z')[-3:].

Contribute

Pull requests are always welcome! Please, write tests and run them with Tox.

Tox installs all dependencies automatically. You only need to install Tox itself:

$ pip install tox

List all environments tox would run:

$ tox -lv

If you want to run tests against all target Python versions use pyenv to install them. Otherwise, you can run only linters and the ones you have already installed on your machine:

# run only some environments
$ tox -e flake8,pylint,bandit,py27,py36

Or just install project in developer mode with test dependencies:

$ pip install -e path/to/PySnooper[tests]

And run tests:

$ pytest

Tests should pass before you push your code. They will be run again on Travis CI.

License

Copyright (c) 2019 Ram Rachum and collaborators, released under the MIT license.

I provide Development services in Python and Django and I give Python workshops to teach people Python and related topics.

Media Coverage

Hacker News thread and /r/Python Reddit thread (22 April 2019)

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

PySnooper-0.0.31.tar.gz (26.5 kB view details)

Uploaded Source

Built Distribution

PySnooper-0.0.31-py2.py3-none-any.whl (26.1 kB view details)

Uploaded Python 2 Python 3

File details

Details for the file PySnooper-0.0.31.tar.gz.

File metadata

  • Download URL: PySnooper-0.0.31.tar.gz
  • Upload date:
  • Size: 26.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.21.0 setuptools/40.6.3 requests-toolbelt/0.9.1 tqdm/4.31.1 CPython/3.7.2

File hashes

Hashes for PySnooper-0.0.31.tar.gz
Algorithm Hash digest
SHA256 eb22671c528bee36891d3284135693e2cda3014f2d8b6e9d4296b62266541ece
MD5 6a4e227ae32c0f175dfbac1d4275d61b
BLAKE2b-256 c446a23ec05d7d0ae4a5206e4f111f19b6ddf2ad97d2f5004dc0b78061453a68

See more details on using hashes here.

File details

Details for the file PySnooper-0.0.31-py2.py3-none-any.whl.

File metadata

  • Download URL: PySnooper-0.0.31-py2.py3-none-any.whl
  • Upload date:
  • Size: 26.1 kB
  • Tags: Python 2, Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.21.0 setuptools/40.6.3 requests-toolbelt/0.9.1 tqdm/4.31.1 CPython/3.7.2

File hashes

Hashes for PySnooper-0.0.31-py2.py3-none-any.whl
Algorithm Hash digest
SHA256 e7ca9700a6288532589b24b2664655a8ff61854459f1233642e21bcc336ead7c
MD5 d04437f8f3991cd05e6ac6f5de11fb8b
BLAKE2b-256 b32fcfc1adf3b449ff56dab57d9fb4d313bd5f952865227ef955f6d743d072eb

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page