union
#
Task to unite columns horizontally into a single file for further, possibly external processing.
Classes:
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- class UniteColumns(*args, **kwargs)[source]#
Bases:
MLModelsMixin
,ProducersMixin
,SelectorStepsMixin
,CalibratorsMixin
,ChunkedIOMixin
,MergeReducedEventsUser
,LocalWorkflow
,RemoteWorkflow
Attributes:
Methods:
Hook to add workflow requirements.
requires
()The Tasks that this Task depends on.
output
()The output that this Task produces.
run
()The task run method, to be overridden in a subclass.
- sandbox = 'bash::$CF_BASE/sandboxes/venv_columnar.sh'#
- file_type = <luigi.parameter.ChoiceParameter object>#
- reqs = {'BuildBashSandbox': <class 'columnflow.tasks.framework.remote.BuildBashSandbox'>, 'BundleBashSandbox': <class 'columnflow.tasks.framework.remote.BundleBashSandbox'>, 'BundleCMSSWSandbox': <class 'columnflow.tasks.framework.remote.BundleCMSSWSandbox'>, 'BundleRepo': <class 'columnflow.tasks.framework.remote.BundleRepo'>, 'BundleSoftware': <class 'columnflow.tasks.framework.remote.BundleSoftware'>, 'MLEvaluation': <class 'columnflow.tasks.ml.MLEvaluation'>, 'MergeReducedEvents': <class 'columnflow.tasks.reduction.MergeReducedEvents'>, 'MergeReductionStats': <class 'columnflow.tasks.reduction.MergeReductionStats'>, 'ProduceColumns': <class 'columnflow.tasks.production.ProduceColumns'>, 'ReduceEvents': <class 'columnflow.tasks.reduction.ReduceEvents'>}#
- workflow_requires()[source]#
Hook to add workflow requirements. This method is expected to return a dictionary. When this method is called from a branch task, an exception is raised.
- requires()[source]#
The Tasks that this Task depends on.
A Task will only run if all of the Tasks that it requires are completed. If your Task does not require any other Tasks, then you don’t need to override this method. Otherwise, a subclass can override this method to return a single Task, a list of Task instances, or a dict whose values are Task instances.
See Task.requires
- output()[source]#
The output that this Task produces.
The output of the Task determines if the Task needs to be run–the task is considered finished iff the outputs all exist. Subclasses should override this method to return a single
Target
or a list ofTarget
instances.- Implementation note
If running multiple workers, the output must be a resource that is accessible by all workers, such as a DFS or database. Otherwise, workers might compute the same output since they don’t see the work done by other workers.
See Task.output
- check_finite_output = <luigi.parameter.BoolParameter object>#
- check_overlapping_inputs = <luigi.parameter.BoolParameter object>#
- exclude_index = False#
- exclude_params_branch = {'acceptance', 'branches', 'cancel_jobs', 'cleanup_jobs', 'htcondor_cpus', 'htcondor_flavor', 'htcondor_gpus', 'htcondor_logs', 'htcondor_memory', 'htcondor_pool', 'htcondor_scheduler', 'htcondor_share_software', 'ignore_submission', 'job_workers', 'max_runtime', 'no_poll', 'parallel_jobs', 'pilot', 'poll_fails', 'poll_interval', 'retries', 'shuffle_jobs', 'slurm_flavor', 'slurm_partition', 'submission_threads', 'tasks_per_job', 'tolerance', 'transfer_logs', 'walltime'}#
- exclude_params_htcondor_workflow = {}#
- exclude_params_index = {'effective_workflow', 'local_shift'}#
- exclude_params_remote_workflow = {'local_shift'}#
- exclude_params_repr = {'cancel_jobs', 'cleanup_jobs', 'workflow'}#
- exclude_params_repr_empty = {'ml_models', 'selector_steps'}#
- exclude_params_req = {'check_finite_output', 'check_overlapping_inputs', 'effective_workflow', 'local_shift'}#
- exclude_params_req_get = {}#
- exclude_params_req_set = {}#
- exclude_params_sandbox = {'local_shift', 'log_file', 'sandbox'}#
- exclude_params_slurm_workflow = {}#
- exclude_params_workflow = {'branch'}#
- class UniteColumnsWrapper(*args, **kwargs)#
Bases:
AnalysisTask
,WrapperTask
Attributes:
Methods:
requires
()Collect requirements defined by the underlying
require_cls
of theWrapperTask
depending on optional additional parameters.update_wrapper_params
(params)- configs = <law.parameter.CSVParameter object>#
- datasets = <law.parameter.CSVParameter object>#
- exclude_index = False#
- exclude_params_index = {}#
- exclude_params_repr = {}#
- exclude_params_repr_empty = {}#
- exclude_params_req = {}#
- exclude_params_req_get = {}#
- exclude_params_req_set = {}#
- exclude_params_sandbox = {'log_file', 'sandbox'}#
- requires() Requirements #
Collect requirements defined by the underlying
require_cls
of theWrapperTask
depending on optional additional parameters.- Return type:
- Returns:
Requirements for the
WrapperTask
instance.
- shifts = <law.parameter.CSVParameter object>#
- skip_configs = <law.parameter.CSVParameter object>#
- skip_datasets = <law.parameter.CSVParameter object>#
- skip_shifts = <law.parameter.CSVParameter object>#
- update_wrapper_params(params)#