Python HDFS client
Because the world needs yet another way to talk to HDFS from Python.
Usage
This library provides a Python client for WebHDFS. NameNode HA is supported by passing in both NameNodes. Responses are returned as nice Python classes, and any failed operation will raise some subclass of HdfsException matching the Java exception.
Example usage:
>>> fs = pyhdfs.HdfsClient(hosts='nn1.example.com:50070,nn2.example.com:50070', user_name='someone')
>>> fs.list_status('/')
[FileStatus(pathSuffix='benchmarks', permission='777', type='DIRECTORY', ...), FileStatus(...), ...]
>>> fs.listdir('/')
['benchmarks', 'hbase', 'solr', 'tmp', 'user', 'var']
>>> fs.mkdirs('/fruit/x/y')
True
>>> fs.create('/fruit/apple', 'delicious')
>>> fs.append('/fruit/apple', ' food')
>>> with contextlib.closing(fs.open('/fruit/apple')) as f:
... f.read()
...
b'delicious food'
>>> fs.get_file_status('/fruit/apple')
FileStatus(length=14, owner='someone', type='FILE', ...)
>>> fs.get_file_status('/fruit/apple').owner
'someone'
>>> fs.get_content_summary('/fruit')
ContentSummary(directoryCount=3, fileCount=1, length=14, quota=-1, spaceConsumed=14, spaceQuota=-1)
>>> list(fs.walk('/fruit'))
[('/fruit', ['x'], ['apple']), ('/fruit/x', ['y'], []), ('/fruit/x/y', [], [])]
>>> fs.exists('/fruit/apple')
True
>>> fs.delete('/fruit')
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File ".../pyhdfs.py", line 525, in delete
...
pyhdfs.HdfsPathIsNotEmptyDirectoryException: `/fruit is non empty': Directory is not empty
>>> fs.delete('/fruit', recursive=True)
True
>>> fs.exists('/fruit/apple')
False
>>> issubclass(pyhdfs.HdfsFileNotFoundException, pyhdfs.HdfsIOException)
True
The methods and return values generally map directly to WebHDFS endpoints. The client also provides convenience methods that mimic Python os methods and HDFS CLI commands (e.g. walk and copy_to_local).
pyhdfs logs all HDFS actions at the INFO level, so turning on INFO level logging will give you a debug record for your application.
For more information, see the full API docs.
Installing
pip install pyhdfs
Python 3 is required.
Development testing
First run install-hdfs.sh x.y.z, which will download, extract, and run the HDFS NN/DN processes in the current directory. (Replace x.y.z with a real version.) Then run the following commands. Note they will create and delete hdfs://localhost/tmp/pyhdfs_test.
Commands:
python3 -m venv env source env/bin/activate pip install -e . pip install -r dev_requirements.txt pytest
7 Dec 07, 2022
3 Nov 04, 2022
87 Dec 13, 2022
85 Dec 02, 2022
1.5k Dec 28, 2022
1 Dec 03, 2021
7 Nov 10, 2022
46 Dec 21, 2022
46 Nov 12, 2022
27 Sep 23, 2022
32 Dec 25, 2022
42 Nov 09, 2022
291 Dec 28, 2022
4 Aug 17, 2022
2 Mar 15, 2022
5 Dec 25, 2021
13 Sep 19, 2021
2 Feb 09, 2022
9k Jan 08, 2023
2 Dec 24, 2021