kyuubi/docs/client/python/pyhive.md
Bruce 050b5aa7df [KYUUBI #4960] [DOC] Fix doc for pyhive client.
### _Why are the changes needed?_
Based on my actual tests and pyhive source code, the variable "user" should be "username".

[pyhive source code](https://github.com/dropbox/PyHive/blob/master/pyhive/hive.py#L115)

<img width="866" alt="图片" src="https://github.com/apache/kyuubi/assets/29974394/f5022f89-11d4-4d3b-af16-176ff2cd8068">

Thanks.

Closes #4960 from BruceWong96/doc-fix.

Closes #4960

db39786f6 [Cheng Pan] Update docs/client/python/pyhive.md
d32f8f590 [Bruce] fix doc for pyhive client.

Lead-authored-by: Bruce <wenjie.wang01@liulishuo.com>
Co-authored-by: Cheng Pan <pan3793@gmail.com>
Signed-off-by: Cheng Pan <chengpan@apache.org>
2023-06-14 19:19:16 +08:00

2.3 KiB

PyHive

PyHive is a collection of Python DB-API and SQLAlchemy interfaces for Hive. PyHive can connect with the Kyuubi server serving in thrift protocol as HiveServer2.

Requirements

PyHive works with Python 2.7 / Python 3. Install PyHive via pip for the Hive interface.

pip install 'pyhive[hive]'

Usage

Use the Kyuubi server's host and thrift protocol port to connect.

For further information about usages and features, e.g. DB-API async fetching, using in SQLAlchemy, please refer to project homepage.

DB-API

from pyhive import hive
cursor = hive.connect(host=kyuubi_host,port=10009).cursor()
cursor.execute('SELECT * FROM my_awesome_data LIMIT 10')
print(cursor.fetchone())
print(cursor.fetchall())

Use PyHive with Pandas

PyHive provides a handy way to establish a SQLAlchemy compatible connection and works with Pandas dataframe for executing SQL and reading data via pandas.read_sql.

from pyhive import hive
import pandas as pd

# open connection
conn = hive.Connection(host=kyuubi_host,port=10009)

# query the table to a new dataframe
dataframe = pd.read_sql("SELECT id, name FROM test.example_table", conn)

Authentication

If password is provided for connection, make sure the auth param set to either CUSTOM or LDAP.

# open connection
conn = hive.Connection(host=kyuubi_host, port=10009, 
                       username='user', password='password', auth='CUSTOM')