libvalkey-py
Python extension that wraps protocol parsing code in libvalkey. It primarily speeds up parsing of multi bulk replies.
Install
libvalkey-py is available on PyPI, and can be installed via:
pip install libvalkey
Building and Testing
Building this repository requires a recursive checkout of submodules, and building libvalkey. The following example shows how to clone, compile, and run tests. Please note - you will need the gcc installed.
git clone --recurse-submodules https://github.com/valkey-io/libvalkey-py
python setup.py build_ext --inplace
python -m pytest
Requirements
libvalkey-py requires Python 3.11+.
Make sure Python development headers are available when installing libvalkey-py.
On Ubuntu/Debian systems, install them with apt-get install python3-dev.
Usage
The libvalkey module contains the Reader class. This class is responsible for
parsing replies from the stream of data that is read from a Redis connection.
It does not contain functionality to handle I/O.
Reply parser
The Reader class has two methods that are used when parsing replies from a
stream of data. Reader.feed takes a string argument that is appended to the
internal buffer. Reader.gets reads this buffer and returns a reply when the
buffer contains a full reply. If a single call to feed contains multiple
replies, gets should be called multiple times to extract all replies.
Example:
>>> reader = libvalkey.Reader()
>>> reader.feed("$5\r\nhello\r\n")
>>> reader.gets()
b'hello'
When the buffer does not contain a full reply, gets returns False.
This means extra data is needed and feed should be called again before calling
gets again. Alternatively you could provide custom sentinel object via parameter,
which is useful for RESP3 protocol where native boolean types are supported:
Example:
>>> reader.feed("*2\r\n$5\r\nhello\r\n")
>>> reader.gets()
False
>>> reader.feed("$5\r\nworld\r\n")
>>> reader.gets()
[b'hello', b'world']
>>> reader = libvalkey.Reader(notEnoughData=Ellipsis)
>>> reader.gets()
Ellipsis
Unicode
libvalkey.Reader is able to decode bulk data to any encoding Python supports.
To do so, specify the encoding you want to use for decoding replies when
initializing it:
>>> reader = libvalkey.Reader(encoding="utf-8", errors="strict")
>>> reader.feed(b"$3\r\n\xe2\x98\x83\r\n")
>>> reader.gets()
'☃'
Decoding of bulk data will be attempted using the specified encoding and
error handler. If the error handler is 'strict' (the default), a
UnicodeDecodeError is raised when data cannot be decoded. This is identical
to Python's default behavior. Other valid values to errors include
'replace', 'ignore', and 'backslashreplace'. See Unicode HOWTO: The String Type for more information on the behavior of these error handlers.
When the specified encoding cannot be found, a LookupError will be raised
when calling gets for the first reply with bulk data.
Error handling
When a protocol error occurs (because of multiple threads using the same
socket, or some other condition that causes a corrupt stream), the error
libvalkey.ProtocolError is raised. Because the buffer is read in a lazy
fashion, it will only be raised when gets is called and the first reply in
the buffer contains an error. There is no way to recover from a faulty protocol
state, so when this happens, the I/O code feeding data to Reader should
probably reconnect.
The server can reply with error replies (-ERR ...). For these replies, the
custom error class libvalkey.ReplyError is returned, but not raised.
When other error types should be used (so existing code doesn't have to change
its except clauses), Reader can be initialized with the protocolError and
replyError keywords. These keywords should contain a class that is a
subclass of Exception. When not provided, Reader will use the default
error types.
Benchmarks
The repository contains a benchmarking script in the benchmark directory,
which uses gevent to have non-blocking I/O and valkey-py
to handle connections. These benchmarks are done with a patched version of
valkey-py that uses libvalkey-py when it is available.
All benchmarks are done with 10 concurrent connections.
- SET key value + GET key
- valkey-py: 11.76 Kops
- valkey-py with libvalkey-py: 13.40 Kops
- improvement: 1.1x
List entries in the following tests are 5 bytes.
- LRANGE list 0 9:
- valkey-py: 4.78 Kops
- valkey-py with libvalkey-py: 12.94 Kops
- improvement: 2.7x
- LRANGE list 0 99:
- valkey-py: 0.73 Kops
- valkey-py with libvalkey-py: 11.90 Kops
- improvement: 16.3x
- LRANGE list 0 999:
- valkey-py: 0.07 Kops
- valkey-py with libvalkey-py: 5.83 Kops
- improvement: 83.2x
Throughput improvement for simple SET/GET is minimal, but the larger multi bulk replies get, the larger the performance improvement is.
License
This code is released under the BSD license, as the license of hiredis-py at the time of fork.
Release files for libvalkey 4.2.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| libvalkey-4.2.0.tar.gz | 176.2 kB | Details |
Built distributions (wheels)
Total release size: 18.8 MB
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| Tags | Source |
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