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
3 Nov 28, 2021
81 Jan 08, 2023
352 Jan 02, 2023
1 Dec 03, 2021
2 Jan 04, 2022
5 Dec 28, 2021
1 Jan 07, 2022
129 Dec 21, 2022
9 Jun 05, 2022
178 Nov 09, 2022
1 Dec 03, 2021
5 Apr 09, 2022
250 Dec 31, 2022
133 Dec 24, 2022
0 Jan 10, 2022
6 Sep 22, 2022
70 Jun 21, 2022
1 Jan 03, 2022
50 Sep 13, 2022
16 Dec 18, 2022