calibration

Tasks related to calibrating events.

Classes:

CalibrateEvents(*args, **kwargs)	Task to apply calibrations to objects, e.g.
CalibrateEventsWrapper(*args, **kwargs)

class CalibrateEvents(*args, **kwargs)

Bases: CalibratorMixin, ChunkedIOMixin, DatasetTask, LocalWorkflow, RemoteWorkflow

Task to apply calibrations to objects, e.g. leptons and jets.

The calibrations that are to be applied can be specified on the command line, and are implemented as instances of the Calibrator class. For further information, please consider the documentation there.

Attributes:

sandbox
reqs
register_calibrator_shifts
check_finite_output
check_overlapping_inputs
exclude_index
exclude_params_branch
exclude_params_htcondor_workflow
exclude_params_index
exclude_params_remote_workflow
exclude_params_repr
exclude_params_repr_empty
exclude_params_req
exclude_params_req_get
exclude_params_req_set
exclude_params_sandbox
exclude_params_slurm_workflow
exclude_params_workflow

Methods:

workflow_requires()	Configure the requirements for the workflow in general.
requires()	Configure the requirements for the individual branches of the workflow.
output()	Defines the outputs of the current branch within the workflow.
run()	Run method of this task.

sandbox = 'bash::$CF_BASE/sandboxes/venv_columnar.sh'

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'>, 'GetDatasetLFNs': <class 'columnflow.tasks.external.GetDatasetLFNs'>}

register_calibrator_shifts = True

workflow_requires()

Configure the requirements for the workflow in general. For more general informations, see BaseWorkflow.workflow_requires().

Return type:

dict

Returns:

Dictionary containing the requirements for this task.

requires()

Configure the requirements for the individual branches of the workflow.

Return type:

dict

output()

Defines the outputs of the current branch within the workflow.

run()

Run method of this task.

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 = {}

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 CalibrateEventsWrapper(*args, **kwargs)

Bases: AnalysisTask, WrapperTask

Attributes:

configs
datasets
exclude_index
exclude_params_index
exclude_params_repr
exclude_params_repr_empty
exclude_params_req
exclude_params_req_get
exclude_params_req_set
exclude_params_sandbox
shifts
skip_configs
skip_datasets
skip_shifts

Methods:

requires()	Collect requirements defined by the underlying require_cls of the WrapperTask 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 the WrapperTask depending on optional additional parameters.

Return type:

Requirements

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)