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Better data analysis

Project description



Sachima is a flexible framework for data-driven apps. It's a MIT licensed open source project written in python. We creates it because our data-driven requirements changes frequently, and we need data analyst having the ability to change online api and data visulization.

Sachima helps you build apps that looks great and intelligently.

You can use Sachima together with Superset, or with sachima-ui.

build status dependencies chat github code size code style commit activity doc latest


feature screen casts description
api Publishing your python codes as a http/rpc api.
BI platform intergration image Working with BI platform Superset.
Message Sending Sending your data reports to email or sns.
Data Visulization imageimageheatmap44331558-5d2ec600-a49c-11e8-9406-ee71ac94b52c44331788-083f7f80-a49d-11e8-9fad-5668b53ab95448402607-fcdfb580-e766-11e8-9fe4-68f1a995d4f6 Visulize your data.
command line imageimage Command line tools.

Getting Started

First you should have python installed. Optionally if you already had a python env and you need a separate environment to run Sachima, you should install virtualenv

Check your installation by running this in command line

python -V

Sometimes you need change python to python3 and pip to pip3.

Sachima is on the Python Package Index(PyPI), so it can be installed with standard Python tools like pip:

pip install -U sachima

-U means update if exists

Or you can install from the source code:

git clone
cd Sachima
pip install -e .

Check sachima version

sachima version

Init Sachima project. This will create YOUR_PROJ_NAME folder in current dir with sachima example apps.

sachima init YOUR_PROJ_NAME

Cd into your project dir


Run Sachima. Please wait after your browser open until sachima flask server started.

sachima run

If your browser did not open. Open manually in your browser(Chrome recommend).

Update Sachima to latest version.

sachima update


pip install -U sachima

If you want to contribute. The sachima start command will clone or pull Waffle source code from github and use npm to start it.

sachima start

If you had any problem ask in Sachima github issues or send me email or chat in

Get middleware

Get pivot_table middleware from github

sachima get DessertsLab/pivot_table

Working with BI platform

Working with superset(WIP)

Working with schima-ui(WIP)


Project details

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