Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.
tests workflownightly workflow into 4 manually triggerable workflows, nightly-tests, man_0_assign_version, man_1_push_to_master, and man_2_create_prerelease to be run in this order.nightly-tests workflow will be run on a daily basis, and the other 3 workflows will be run manually.conda releases from release.yml.master, now the version numbers of develop and master will be compared in man_1_push_to_master.release.yml.nightly-tests workflow.pennylane as a requirement in tests due to the tutorials using itqelectron testscovalent[quantum] extrapennylane as a requirement from notebooks' requirements.txt as it comes with covalent
validate_args and validate_region method from deploy_group CLI as they were specific to AWSqelectron_db, qelectron_data_exists, python_version, and covalent_version
are now optional in the pydantic model definitions.cloudpickle >= 3.0.0boto3 dependency from tests/requirements.txt
/bin/bash AND /bin/sh (in that order) to execute bash leptonscovalent start and covalent stop
__pow__ method to the Electron classpy.typed file to support type-checkingexecutor property to Electron class, allowing updation of executor after electron function definitionworkdir for local and dask executors along with create_unique_workdir option for each electron / node.SQLiteTrigger class to the triggers module.CloudResourceManager classpostprocessing.py module for all the different postprocessing helper methods and algorithms.disable_run option added to enable "saving-only" option on covalent server and not executing the workflowregister_triggers, stop_triggers functions added to LocalDispatcher classtriggers parameter to the lattice metadataBaseTrigger, DirTrigger, TimeTrigger classes added available to be assigned to any lattice enabling the triggers featureTriggerLoader class added enabling loading of any kind of triggers including user defined ones without requiring installationis_pending option added during redispatch to resume execution of a previously "saved-only", i.e pending workflowdispatcher_addr argument to ct.get_result similar to ct.dispatch so that it doesn't always fallback to using the default configured addressCOVALENT_DATABASE_URL, if exists connect sqlalchemy engine using thatCOVALENT_DATABASE_USER and COVALENT_DATABASE_PASSWORD environment variablesCOVALENT_DATABASE_HOSTNAME and COVALENT_DATABASE_PORT environment variables for easy configurationTaskRuntimeError exception for executor plugin implementations to signal to Covalent that a task raised an
unhandled exception while running in the executor backend.lmdbm, mpire, orjson, and pennylane
requirements.txt
selector_serialized attribute so it gets propagated to the qserver.orm_mode = True in covalent_ui/api/v1/models/dispatch_model.py as it is deprecated in Pydantic 2dask and distributed packages' versions until we find a version which is incompatible with Covalent.nightly workflow.dispatch, redispatch, and get_result.TransportableObject property method to be backwards compatible with version 0.209.1.DISPATCHING at which point it is executed as another workflow.ct.get_result to allow for status only requestsrequirements.txt to include pyscopg2
directory like default environment variable paths to avoid creating redundant nested directories when self-hostingsrun parameters.stderr while the error attribute of a node is reserved
for exceptions raised by Covalent itself.root_dispatch_id nullable to circumvent migration issues with sqlite in certain platformsdispatch-id from generate_node_result methodcovalent._data_store
UI_SRVDIR
_get_cancel_requested method from covalent_dispatcher/_core/runner.py
workflow_executor
qelectron_data_exists in the electrons table since it cannot be nullablenightly workflow.filelock package now for platform independent file locking of config file. This should fix the failing tests as well as improve compatibility with Windows.SIGINT signal to uvicorn instead of SIGKILL which allows the second part of the FastAPI lifespan to execute properly.README.md with encoding="utf-8" in setup.py
executor to Electron classtests.yml
aiohttp downwards to fix install on Python 3.11 #1654
lattice.draw() is invoked and print URL of the samesite-packages
networkx versions in requirements.txt weren't compatible with each other, thus it is pinned to 2.8.6 nowrequirements-client.txt to MANIFEST fileinitialize_results_dir method attempts to use an environment variable instead of the results directory in the payloadcovalent db migrate needs to be runcovalent restart honors the sdk.no_cluster settingtest_decorated_function test case in functional testsCloudResourceManager classtest_run_workflow_does_not_deserialize
_get_result_from_dispatcher test to verify whether using a link directly works or notLattice docstring in RTD., to the Slurm docs.1_QuantumMachineLearning/pennylane_kernel/source.ipynb and machine_learning/dnn_comparison.ipynb.cancellation RTD text filesAWS Lambda executor RTD with steps to extend the base executor image for installing custom packagesDeployment section for self-hosting guideDeployment section for self-hosting guidetest_deploy_status CLI test.pennylane from ==0.33.1 to >=0.31.1,<0.33.0
black , prettier, pycln package versions in pre-commit configactions/checkout@v3 to actions/checkout@v4 in CI.nvmrc file for tests workflowsetup.py, requirements.txt, and requirements-client.txt
wci.yml file with new featuresnightly frequency (temp)nightly to trigger base executor image builds after a Covalent pre-release
.catch added .on('error')
release.yml