Xiangdong Huang created COMDEV-404:
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Summary: Integrating Apache IoTDB and Apache Superset
Key: COMDEV-404
URL: https://issues.apache.org/jira/browse/COMDEV-404
Project: Community Development
Issue Type: Task
Components: GSoC/Mentoring ideas
Reporter: Xiangdong Huang
Apache IoTDB [1] is an Open Source IoT database designed to meet the rigorous
data, storage, and analytics requirements of large-scale Internet of Things
(IoT) and Industrial Internet of Things (IIoT) applications.
Apache Superset [2] is fast, lightweight, intuitive, and loaded with options
that make it easy for users of all skill sets to explore and visualize their
data, from simple line charts to highly detailed geospatial charts.
We hope that Superset can be used as a data display and analysis tool of IoTDB,
which will bring great convenience to analysts of the IoT and IIoT.
For a database engine to be supported in Superset, it requires having a Python
compliant SQLAlchemy dialect [3] as well as a DBAPI driver [4] defined. The
current Python client of IoTDB is packaged by Apache Thrift generated code and
does not follow a certain interface specification. Therefore, the first thing
you need to do is to implement a standard SQLAlchemy connector based on the
current Python client (or some new interfaces defined and generated by Thrift).
Next, you need to explore how to integrate IoTDB and Superset and document the
usage in a user-friendly way. The integration documentation for Apache Kylin
and Superset is here [5] for your reference.
What knowledge you need to know:
- Basic database knowledge (SQL)
- Python
[1] https://iotdb.apache.org
[2] https://superset.apache.org/
[3] https://docs.sqlalchemy.org/en/13/dialects/
[4] https://www.python.org/dev/peps/pep-0249/
[5] http://kylin.apache.org/blog/2018/01/01/kylin-and-superset/
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