kylinpy

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Apache Kylin Python Client Library

Apache Kylin Python Client Library is a python-based Apache Kylin client.

Any application that uses SQLAlchemy can now query Apache Kylin with this Apache Kylin dialect installed.

Installation

The easiest way to install Apache Kylin Python Client Library is to use pip::

pip install kylinpy

alternative, install by offline tarball package::

# download from https://pypi.org/project/kylinpy/#files
pip install kylinpy-<version>.tar.gz

Apache Kylin dialect for SQLAlchemy

Any application that uses SQLAlchemy can now query Apache Kylin with this Apache Kylin dialect installed.

You may use below template to build DSN to connect Apache Kylin::

kylin://<username>:<password>@<hostname>:<port>/<project>?<param1>=<value1>&<param2>=<value2>

============================= ================= ======================= DSN Fields Default Allow omitted ============================= ================= ======================= username null false

---

password null false

---

hostname null false

---

port 7070 true

---

project null false ============================= ================= =======================

DSN query string config is as follows

=========== ================== ================= ================== Fields Default Value Optional value Description =========== ================== ================= ================== is_ssl 0 0|1 Is the Kylin cluster enabled for https

---

prefix /kylin/api string Kylin cluster API prefix

---

timeout 30 integer > 0 HTTP timeout with Kylin cluster

---

version v1 v1|v2|v4 v1 == using Apache Kylin API

                                              v2 == using Kyligence Enterprise 3 API

                                              v4 == using Kyligence Enterprise 4 API

---

is_pushdown 0 0|1 If enabled, viewing a project table will use the hive source table

---

is_debug 0 0|1 Whether to enable debug mode =========== ================== ================= ==================

From SQLAlchemy access Apache Kylin

::

$ python
>>> import sqlalchemy as sa
>>> kylin_engine = sa.create_engine('kylin://ADMIN:KYLIN@sandbox/learn_kylin?timeout=60&is_debug=1')
>>> results = kylin_engine.execute('SELECT count(*) FROM KYLIN_SALES')
>>> [e for e in results]
[(4953,)]
>>> kylin_engine.table_names()
[u'KYLIN_ACCOUNT',
 u'KYLIN_CAL_DT',
 u'KYLIN_CATEGORY_GROUPINGS',
 u'KYLIN_COUNTRY',
 u'KYLIN_SALES',
 u'KYLIN_STREAMING_TABLE']

From Pandas access Apache Kylin

::

$ python >>> import sqlalchemy as sa >>> import pandas as pd >>> kylin_engine = sa.create_engine('kylin://ADMIN:KYLIN@sandbox/learn_kylin?timeout=60&is_debug=1') >>> sql = 'select * from kylin_sales limit 10' >>> pd.read_sql(sql, kylin_engine)

From Superset access Apache Kylin

Now you can configure the DSN in your application to establish the connection with Apache Kylin.

For example, you may install Apache Kylin Python Client Library in your Superset environment and configure connection to Apache Kylin in Superset

.. image:: https://raw.githubusercontent.com/Kyligence/kylinpy/master/docs/picture/superset1.png

then you may be able to query Apache Kylin one table at a time from Superset

.. image:: https://raw.githubusercontent.com/Kyligence/kylinpy/master/docs/picture/superset2.png

you may also be able to query detail data

.. image:: https://raw.githubusercontent.com/Kyligence/kylinpy/master/docs/picture/superset3.png

Alternatively, you may also be able to query multiple tables from Apache Kylin by using SQL Lab in Superset.

.. image:: https://raw.githubusercontent.com/Kyligence/kylinpy/master/docs/picture/superset4.png