dtale 3.22.0
pip install dtale
Released:
Web Client for Visualizing Pandas Objects
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- License: GNU Library or Lesser General Public License (LGPL) (LGPL)
- Author: MAN Alpha Technology
- Tags numeric , pandas , visualization , flask
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What is it?
D-Tale is the combination of a Flask back-end and a React front-end to bring you an easy way to view & analyze Pandas data structures. It integrates seamlessly with ipython notebooks & python/ipython terminals. Currently this tool supports such Pandas objects as DataFrame, Series, MultiIndex, DatetimeIndex & RangeIndex.
Origins
D-Tale was the product of a SAS to Python conversion. What was originally a perl script wrapper on top of SAS’s insight function is now a lightweight web client on top of Pandas data structures.
In The News
Man Institute (warning: contains deprecated functionality)
Tutorials
## Related Resources
Where To get It
The source code is currently hosted on GitHub at: https://github.com/man-group/dtale
Binary installers for the latest released version are available at the Python package index and on conda using conda-forge.
# conda
condainstalldtale-cconda-forge# if you want to also use "Export to PNG" for charts
condainstall-cplotlypython-kaleido# or PyPI
pipinstalldtaleGetting Started
PyCharm |
jupyter |
|---|---|
Python Terminal
This comes courtesy of PyCharm 👁 image11
Feel free to invoke python
or ipython directly and use the commands in the screenshot above and
it should work
Issues With Windows Firewall
If you run into issues with viewing D-Tale in your browser on Windows please try making Python public under “Allowed Apps” in your Firewall configuration. Here is a nice article: How to Allow Apps to Communicate Through the Windows Firewall
Additional functions available programmatically
importdtaleimportpandasaspddf = pd.DataFrame([dict(a=1,b=2,c=3)])# Assigning a reference to a running D-Tale processd = dtale.show(df)# Accessing data associated with D-Tale processtmp = d.data.copy()tmp['d'] = 4# Altering data associated with D-Tale process# FYI: this will clear any front-end settings you have at the time for this process (filter, sorts, formatting)d.data = tmp# Shutting down D-Tale processd.kill()# using Python's `webbrowser` package it will try and open your server's default browser to this processd.open_browser()# There is also some helpful metadata about the processd._data_id # the process's data identifierd._url # the url to access the processd2 = dtale.get_instance(d._data_id) # returns a new reference to the instance running at that data_iddtale.instances() # prints a list of all ids & urls of running D-Tale sessionsLicense
D-Tale is licensed under the GNU LGPL v2.1. A copy of which is included in LICENSE
Additional Documentation
Located on the main github repo
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Meta
- License: GNU Library or Lesser General Public License (LGPL) (LGPL)
- Author: MAN Alpha Technology
- Tags numeric , pandas , visualization , flask
Classifiers
- Development Status
- Intended Audience
- License
- Operating System
- Programming Language
- Topic
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