Skip to main content

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

  1. Runnig unittest in test directory:

    cd test
    python3 -m unittest -q
  2. 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:

  1. Edit sitecustomize.py (under python intallation’s site-packages directory), add 2 lines

    import coverage
    coverage.process_startup()
  2. 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


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

redisrwlock-0.1.2.tar.gz (11.7 kB view details)

Uploaded Source

File details

Details for the file redisrwlock-0.1.2.tar.gz.

File metadata

  • Download URL: redisrwlock-0.1.2.tar.gz
  • Upload date:
  • Size: 11.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No

File hashes

Hashes for redisrwlock-0.1.2.tar.gz
Algorithm Hash digest
SHA256 350ceb0b4483738224cfbdea258a649e7b0670b710da6e9ceebea7ae26f82873
MD5 d2fedaaf23d039035e20214dae02a23a
BLAKE2b-256 2b6906152288a240d2fd6e840f240095c1884bfed26da499fbfd876656ae22f7

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page