Distributed reader-writer lock (rwlock) for python using redis
Project description
Distributed reader-writer lock for python using redis as server
Features:
Reader-writer lock (can have multiple readers or one exclusive writer)
Stale locks collected (run as separate process, python3 -m redisrwlock)
Deadlock detection
Note: Deadlock detection and garbage/staleness collection is done in client side, which can cause excessive I/O with redis server. Tune with retry_interval and consider running the stale lock collection appropriately for your purpose.
Dependencies:
python 3.5.2
redis-py 2.10.5
redis 3.2.6
[test] Coverage.py 4.2
Install
pip install redisrwlock
Usages
Try lock with timeout=0
With timeout=0, RwlockClinet.lock acts as so called try_lock.
from redisrwlock import Rwlock, RwlockClient
client = RwlockClient()
rwlock = client.lock('N1', Rwlock.READ, timeout=0)
if rwlock.status == Rwlock.OK:
# Processings of resource named 'N1' with READ lock
# ...
client.unlock(rwlock)
elif rwlock.status == Rwlock.FAIL:
# Retry locking or quit
Waiting until lock success or deadlock
With timout > 0, RwlockClient.lock waits until lock successfully or deadlock detected and caller is chosen as victim.
from redisrwlock import Rwlock, RwlockClient
client = RwlockClient()
rwlock = client.lock('N1', Rwlock.READ, timeout=Rwlock.FOREVER)
if rwlock.status == Rwlock.OK:
# Processings of resource named 'N1' with READ lock
# ...
client.unlock(rwlock)
elif rwlock.status == Rwlock.DEADLOCK:
# 1. unlock if holding any other locks
# 2. Retry locking or quit
Removing stale locks
When a client exits without unlock, redis keys for the client’s locks remain in server and block other clients from successful locking. redisrwlock run in command line removes such garbage locks, waits in server.
python3 -m redisrwlock
You can repeat this gc periodically by specifying -r or –repeat option.
Tests
Unittest
Runnig unittest in test directory:
cd test python3 -m unittest -q
or in project top directory:
python3 -m unittest discover test -q
Examples below are assuming you run unittest in project top directory.
Coverage
coverage erase
coverage run -a -m unittest discover test -q
coverage html
Above simple coverage run will report lower coverage than expected because the tests use subprocess. Codes run by subprocess are not covered in report by default.
Subprocess coverage
Need some preperation:
Edit sitecustomize.py (under python intallation’s site-packages directory), add 2 lines
import coverage coverage.process_startup()
Edit .coveragerc (default name of coverage.py’s config file)
[run] branch = True [html] directory = htmlcov
Then, run coverage with environment variable COVERAGE_PROCESS_START={path/to/coveragerc}
coverage erase
COVERAGE_PROCESS_START=.coveragerc coverage run -a -m unittest discover test -q
coverage html
TODOs
TODO: command line option to specify redis-server
TODO: high availability! redis sentinel or replication?
Project details
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