Skip to main content

Python-based tool to quickly view data

Project description

Ever have a pile of data (stored as JSON objects) that you want to quickly visualize and scroll through? Here’s a simple package that will let you do just that. Fex just needs your data and (optionally) an HTML template file that specifies how to render that single object.

Installation

# from git repo
git clone https://github.com/arunchaganty/fex
pip install -e .

# OR from PIP (upcoming)
pip install fastex

Usage

Fex assumes that your data is formatted as .jsonl: each line is simply its own JSON object. For example, consider the following data.

{"id": 0, "title": "Test 1", "messages": [{"user": "A", "msg": "Hi"}, {"user": "B", "msg": "Hello! How's it going?"}, {"user": "A", "msg": "Good!"}]}
{"id": 1, "title": "Test 2", "messages": [{"user": "B", "msg": "I need help!"}, {"user": "A", "msg": "Uh oh! What happened?"}, {"user": "B", "msg": "Sorry, false alarm, everything is ok."}]}

Running fex view will launch a web server that visualizes each of these objects using a template rendered with Jinja. Fex provides a default visualization is already prettier than staring at JSON:

example/without_template.png

The real power of Fex comes from being able to quickly hack a template that you find more useful. For example, the above data represents a chat transcript and it would be much nicer to visualize it as such. To do so, first run fex init, which will copy over a template.html file that you can edit. Using the example template produces the following result:

example/with_template.png

Nice!

Notice the navbar at the top allows you to quickly toggle through input.

Frequently asked questions

  • Q: Can I use paths that are not data.jsonl or template.html?
    • A: Yes! Use the options -i or --input to specify the data file and -t or --template to specify the template file: fex view -i mydata.jsonl -t mytemplate.html.

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

fastex-0.0.1.tar.gz (4.8 kB view hashes)

Uploaded Source

Built Distribution

fastex-0.0.1-py2.py3-none-any.whl (5.4 kB view hashes)

Uploaded Python 2 Python 3

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