* cleanup jobs that are not really running due to zombie workers
* remove registry entries for zombie jobs
* return only the job ids on cleanup
* test zombie job cleanup
* format code
* rename variable to explain that second element in tuple is expiry, not score
* remove worker_key
* detect zombie jobs using old heartbeats
* reuse get_expired_job_ids
* set score using current_timestamp
* test idle jobs using stale heartbeats
* extract timeout into variable
* move heartbeats into StartedJobRegistry
* use registry.heartbeat in tests
* remove heartbeats when job removed from StartedJobRegistry
* remove idle and expired jobs from both wip and heartbeats set
* send heartbeat_ttl to registry.add
* typo
* revert everything 😶
* only keep job heartbeats as score (and get rid of job timeouts as scores
* calculate heartbeat_ttl in an overrideable function + override it in SimpleWorker + move storing StartedJobRegistry scores to job.heartbeat()
* set heartbeat to monitoring interval for infinite timeouts
* track elapsed_execution_time as part of worker
* reset current job working time when work on a job is done
* persisting the job working time as part of monitoring
* implemented round-robin and random access to queues
* added tests for RoundRobinQueue
* reverted change in gitignore
* removed linebreak
* added tests for random queues
* added documentation for round robin and random queues
* moved round robin strategy to worker
* reverted changes to queue.py
* reverted changes to workers.md
* reverted changes to test_queue
* added tests for RoundRobinWorker and RandomWorker
* added doc for round robin and random workers
* removed f-strings for backward compatibility
* corrected a mistake
* minor changes (code style)
* now using _ordered_queues instead of queues for reordering queues
* Also accept lists and tuples as value of `depends_on`.
* The elements of the lists/tuples may be either Jobs or Job IDs.
* A single Job / Job ID is still accepted as well.
* Represent _all_ job dependencies in `Job.to_dict()`.
We now represent the entire list, instead of just the first element.
* Fix some doctext regarding plurality of dependencies.
* Add unit tests for job dependencies.
* One unit test establishes a pattern for checking execution order as affected by dependencies.
* Another unit test applies this pattern to the new capability to name multiple dependencies.
* Add unit test for new `depends_on` input formats.
Also test that these are properly persisted.
* Repair `Job.restore()`.
Need to convert bytes back to strings when reloading `dependency_ids`.
* Maintain backwards compat. in `Job.to_dict()`.
Keep the old `dependency_id` (singular) key.
* Provide coverage for new test fixture.
* Simplify some code.
Cut some superfluous `as_text()` calls left over from an earlier commit.
* Check for `dependency_id` in `Job.restore()` for backwd. compat.
Also eliminate use of `as_text()` here, in favor of `.decode()`.
* Switch to snake case instead of camel case.
* Eliminate some usages of `as_text()`.
Also cut some `print` statements.
* Cleanup.
* Accept arbitrary iterables for `Job`'s `depends_on` kwarg.
Instead of requiring a list or tuple, we now make use of `ensure_list()`.
* Add test fixtures.
* Provide a system to get two workers working simultaneously, using `multiprocessing`.
* Define a simple job that just says whether its dependencies are met.
* In `rpush`, make an option to record the name of the worker.
* Improve unit tests on execution order with dependencies.
These now actually have two workers going, which makes a more thorough test.
* Add unit test examining `Job.dependencies_are_met()` at execution time.
* Redesign dependency execution order unit tests.
* Simplify assertions.
* Improve doctext and formatting.
* Move fixture tests to new, dedicated module `test_fixtures.py`.
* Use `enqueue` instead of `enqueue_call` in new unit tests.
* clean_worker_registry cleans in batches to prevent submitting too much data to redis at once when there are a large number of invalid keys
* Address code review comments
Rename MAX_REMOVABLE_KEYS to MAX_KEYS
* Fix tests
Co-authored-by: Joel Harris <combolations@gmail.com>
* Ensure that the custom serializer defined is passed into the job fetch calls
* add serializer as argument to fetch_many and dequeue_any methods
* add worker test for custom serializer
* move json serializer to serializers.py
* Added send_stop_job_command().
* send_stop_job_command now accepts just connection and job_id
* Document send_job_job_command
* Updated test coverage
* feat: added job heartbeat to track whether job is actually executing
heartbeat might be needed in cases when worker was hardkilled or the whole VM/docker was forcibly rebooted.
* fixed tests
* fixed test coverage issue
* chore: renamed job.heartbeat stuff according to review feedback
* chore: pipelined worker heartbeat and job heartbeat
* docs: documented job.heartbeat property
* fixes after review
* docs: updated last_heartbeat description
* chore: review
Co-authored-by: Ruslan Mullakhmetov <ruslan@twentythree.net>
* scheduler: now operates with chunks of jobs
* scheduler: set default chunk_size for ScheduledJobRegistry.get_jobs_to_schedule
* scheduler: fixed missing indent
* scheduler: added test for get_jobs_to_schedule() with chunk_size parameter
* scheduler: fixed test for passing python 3.5 (no f-strings)
* scheduler: fixed chunk_size in test make it lighter to run
* feat: avoided "zombie" processes after killing work horse by setting work horse process group and killing this group
* fixed tests
* tests: added test to check that all workhorse subprocesses are killed
* tests: updated guthub run tests dependencies since they are not using (dev-)requirements.txt
Co-authored-by: Ruslan Mullakhmetov <ruslan@twentythree.net>
* handled unhandled exceptions in horse to prevent a job from being silently dropped without going into FailedRegistry
* changes after review
* made sure that work_horse always terminates in a proper way with tests
* minor refactoring
* fix for failing test
* fixes for the other tests
- removed exception handling (done in monitor_work_horse)
- adjusted some tests for the checks that are not relevant anymore
* review suggested changes
* cleanup
Co-authored-by: Ruslan Mullakhmetov <ruslan@twentythree.net>
* Initial implementation of Retry class
* Fixes job.refresh() under Python 3.5
* Remove the use of text_type in job.py
* Retry can be scheduled
* monitor_work_horse() should call handle_job_failure() with queue argument.
* Flake8 fixes
* Added docs for job retries
* Took into account DST when computing localtime zones. This wasn't accounted for when using non-UTC datetimes with queue.enqueue_at()
* Updates tests with mocked timezones to test both scenarios
1) Check if `created_at` when checking if dependencies are met.
If `created_at` is `None` then the job has been deleted. This is sort of hack - we just need one of the fields on the job's hash that is ALWAYS populated. You can persist a job to redis without setting status...
2) Job#fetch_dependencies no longer raises NoSuchJob.
If one of a job's dependencies has been deleted from Redis, it is not returned from `fetch_dependencies` and no exception is raised.
Method Queue#enqueue_dependents checks the status of all dependencies of all dependents, and enqueues those dependents for which all dependencies are FINISHED.
The enqueue_dependents method WAS called from Worker#handle_job_success called BEFORE the status of the successful job was set in Redis, so enqueue_dependents explicitly excluded the _successful_ job from interrogation of dependency statuses as the it would never be true in the existing code path, but it was assumed that this would be final status after the current pipeline was executed.
This commit changes Worker#handle_job_success so that it persists the status of the successful job to Redis, everytime a job completes(not only if it has a ttl) and does so before enqueue_dependents is called. This allows for enqueue_dependents to be less reliant on the out of band state of the current _successful job being handled_.
* Add job status setting in enqueue_at (and in enqueue_in) methods
Update tests for this change
Closes: #1179
* Add status param to create_job func, rework enqueue_at status setting
* Add a hard kill from the parent process with a 10% increased timeout in case the forked process gets stuck and cannot stop itself.
* Added test for the force kill of the parent process.
* Changed 10% to +1 second, and other misc changes based on review comments.
* First RQScheduler prototype
* WIP job scheduling
* Fixed Python 2.7 tests
* Added ScheduledJobRegistry.get_scheduled_time(job)
* WIP on scheduler's threading mechanism
* Fixed test errors
* Changed scheduler.acquire_locks() to instance method
* Added scheduler.prepare_registries()
* Somewhat working implementation of RQ scheduler
* Only call stop_scheduler if there's a scheduler present
* Use OSError rather than ProcessLookupError for PyPy compatibility
* Added `auto_start` argument to scheduler.acquire_locks()
* Make RQScheduler play better with timezone
* Fixed test error
* Added --with-scheduler flag to rq worker CLI
* Fix tests on Python 2.x
* More Python 2 fixes
* Only call `scheduler.start` if worker is run in non burst mode
* Fixed an issue where running worker with scheduler would fail sometimes
* Make `worker.stop_scheduler()` more resilient to errors
* worker.dequeue_job_and_maintain_ttl() should also periodically run maintenance tasks
* Scheduler can now work with worker in both burst and non burst mode
* Fixed scheduler logging message
* Always log scheduler errors when running
* Improve scheduler error logging message
* Removed testing code
* Scheduler should periodically try to acquire locks for other queues it doesn't have
* Added tests for scheduler.should_reacquire_locks
* Added queue.enqueue_in()
* Fixes queue.enqueue_in() in Python 2.7
* First stab at documenting job scheduling
* Remove unused methods
* Remove Python 2.6 logging compatibility code
* Remove more unused imports
* Added convenience methods to access job registries from queue
* Added test for worker.run_maintenance_tasks()
* Simplify worker.queue_names() and worker.queue_keys()
* Updated changelog to mention RQ's new job scheduling mechanism.
* Multi Dependency Support - Registration & Enqueue Call
Internal API changes to support multiple dependencies.
* Store all of a job's _dependencies_ in a redis set. Delete that set when a job is deleted.
* Add Job#fetch_dependencies method - which return all jobs a job is dependent upon and optionally _WATCHES_ all dependency ids.
* Use Job#fetch_dependencies in Queue#call_enqueue. `fetch_dependencies` now sets WATCH and raises InvalidJobDependency, rather than call_enqueue.
`Queue` and `Job` public APIs still expect single ids of jobs for `depends_on` but internally register them in a way that could support multiple jobs being passed as dependencies.
Next up: need to update Queue#enqueue_dependents
* Use existing fetch_many method to get dependencies.
Modify fetch_dependencies to use fetch_many.
* Remove default value for fetch_many's connection parameter
* PR review housekeeping
* Remove a duplicate test
* Oneline something
* Fix missing colon in dependencies key
* Delete job key, dependents and dependencies at once
* More Fixes From Code Review
Updates to Job, Queue and associated tests.
* When Checking dependencies Avoid, trip to Redis
* When checking the status of a job, we have a 'clean' status of all dependencies(returned from Job#fetch_dependencies) and the job keys are WATCHed, so there's no reason to go back to Redis to get the status _again_.
* Looks as though, the `_status` set in `Job#restore` was bytes while it was converted to text(`as_text`) in `Job#get_status` - for consistency(and tests) converting to text in `restore` as well.
* In `Queue#enqueue_call`, moved WATCH of dependencies_key to before fetching dependencies. This doesn't really matter but seems more _correct_ - one can imagine some rogue API adding a dependency after they've been fetched but before they've been WATCHEed.
* Update Job#get_status to get _local_ status
* If refresh=False is passed, don't get status from Redis; return the value of _status. This is to avoid a trip to Redis if the caller can guarantee that the value of `_status` is _clean_.
* More Fixups
* Expire dependency keys in Job#cleanup
* Consistency in Job#fetch_dependencies
* Convert `_dependency_id` to `_dependency_ids`
Change `Job`s tracking from a single id of it's dependencies from a single _id_ to a list of _id_s. This change should be private to `Job` - especially leaving `Job#to_dict` and `Job#restore`s treatment of a single 'dependency_id' intact.
This change modifies existing tests.
* Remove reliance upon dependency property in tests
... use dependency.id not `_dependency_id`
* Re-add assertions for Falsey Values
* Add _dependency_id property
For backwards compatibility with other libs such as django-rq and rq-scheduler
* Added FailedJobRegistry.
* Added job.failure_ttl.
* queue.enqueue() now supports failure_ttl
* Added registry.get_queue().
* FailedJobRegistry.add() now assigns DEFAULT_FAILURE_TTL.
* StartedJobRegistry.cleanup() now moves expired jobs to FailedJobRegistry.
* Failed jobs are now added to FailedJobRegistry.
* Added FailedJobRegistry.requeue()
* Document the new `FailedJobRegistry` and changes in custom exception handler behavior.
* Added worker.disable_default_exception_handler.
* Document --disable-default-exception-handler option.
* Deleted worker.failed_queue.
* Deleted "move_to_failed_queue" exception handler.
* StartedJobRegistry should no longer move jobs to FailedQueue.
* Deleted requeue_job
* Fixed test error.
* Make requeue cli command work with FailedJobRegistry
* Added .pytest_cache to gitignore.
* Custom exception handlers are no longer run in reverse
* Restored requeue_job function
* Removed get_failed_queue
* Deleted FailedQueue
* Updated changelog.
* Document `failure_ttl`
* Updated docs.
* Remove job.status
* Fixed typo in test_registry.py
* Replaced _pipeline() with pipeline()
* FailedJobRegistry no longer fails on redis-py>=3
* Fixes test_clean_registries
* Worker names are now randomized
* Added a note about random worker names in CHANGES.md
* Worker will now stop working when encountering an unhandled exception.
* Worker should reraise SystemExit on cold shutdowns
* Added anchor.js to docs
* Support for Sentry-SDK (#1045)
* Updated RQ to support sentry-sdk
* Document Sentry integration
* Install sentry-sdk before running tests
* Improved rq info CLI command to be more efficient when displaying lar… (#1046)
* Improved rq info CLI command to be more efficient when displaying large number of workers
* Fixed an rq info --by-queue bug
* Fixed worker.total_working_time bug (#1047)
* queue.enqueue() no longer accepts `timeout` argument (#1055)
* Clean worker registry (#1056)
* queue.enqueue() no longer accepts `timeout` argument
* Added clean_worker_registry()
* Show worker hostname and PID on cli (#1058)
* Show worker hostname and PID on cli
* Improve test coverage
* Remove Redis version check when SSL is used
* Bump version to 1.0
* Removed pytest_cache/README.md
* Changed worker logging to use exc_info=True
* Removed unused queue.dequeue()
* Fixed typo in CHANGES.md
* setup_loghandlers() should always call logger.setLevel() if specified
* modify zadd calls for redis-py 3.0
redis-py 3.0 changes the zadd interface that accepts a single
mapping argument that is expected to be a dict.
https://github.com/andymccurdy/redis-py#mset-msetnx-and-zadd
* change FailedQueue.push_job_id to always push a str
redis-py 3.0 does not attempt to cast values to str and is left
to the user.
* remove Redis connection patching
Since in redis-py 3.0, Redis == StrictRedis class, we no longer
need to patch _zadd and other methods.
Ref: https://github.com/rq/rq/pull/1016#issuecomment-441010847
* Replaced async keyword with is_async in the Queue class to fix reserved keyword syntax errors in Python 3.7
* Updated tests to use is_async keyword when instantiating Queue objects
* Updated docs to reference is_async keyword for Queue objects
* Updated tox.ini, setup.py and .travis.yml with references to Python 3.7
* Define redis key prefix as class variable
Some prefixes were hardcoded in several places. This made it hard to
use custom prefixes via subclasses.
Resolves#920
* fixup! Define redis key prefix as class variable
* Initial take on delete_dependents
* Add tests including corner cases
* No need to canel dependents since they are not in a queue yet anyway
* The dependents keys can be deleted in all cases
* Update tests to included saved jobs in the deletion tests
* Correctly use pipeline in cancel method
* Unused connection
* Include dependents into dict format of job
* Add TODO
* Address comments from selwin
* Delete dependents key in redis if delete_dependents is called on its own
* Address recent comments from selwin
* Small change to trigger travis
* Remove TODO referring to canceled job state
* Remove dependent_ids from to_dict
* Address recent comments from selwin
* job.exc_info is now compressed.
* job.data is now stored in compressed format.
* Added worker_registration.unregister.
* Added worker_registration.get_keys().
* Modified Worker.all(), Worker.all_keys() and Worker.count() to accept "connection" and "queue" arguments.
* Fixed an issue where `birth` not present in Redis
Fixed an issue where worker.refresh() may fail if `birth` is not present in Redis
* added test coverage
* First stab at implementing worker statistics.
* Moved worker data restoration logic to worker.refresh().
* Failed and successfull job counts are now properly incremented.
* Worker now keeps track of total_working_time
* Ensure job.ended_at is set in the case of unhandled job failure.
* handle_job_failure shouldn't crash if job.started_at is not present.
Omer Lachish
Biel Cardona
Daniel Alley
MyrikLD
skieffer
f0cker
Adda Satya Ram
AxeOfMen
JackBoreczky
BobReid
Selwin Ong
Ruslan Mullakhmetov
Nikita Romaniuk
Vladimir Ulupov
nerok
wevsty
Paul Spooren
Evan Ackmann
Bo Bayles
thomas
Thomas Matecki
Babatunde Olusola
Samuel Colvin
Ivan Kiryanov
mr-trouble
Yongtao Zhang
Vladimir Protasov
Bartłomiej Biernacki
Paul Robertson
Ted Summer
Wolfgang Langner
Chyroc
Finnci
Samuel Colvin
Darshan Rai
chevell
Theofanis Despoudis
Thomas Kriechbaumer
stj
Christophe Olinger
John Lucas
vanife
Theo