pywr.recorders.NumpyArrayNodeDeficitRecorder

class pywr.recorders.NumpyArrayNodeDeficitRecorder

Recorder for timeseries of deficit from a Node.

This class stores deficit from a specific node for each time-step of a simulation. The data is saved internally using a memory view. The data can be accessed through the data attribute or to_dataframe() method.

Parameters:

modelpywr.core.Model

nodepywr.core.Node

Node instance to record.

temporal_agg_funcstr or callable (default=”mean”)

Aggregation function used over time when computing a value per scenario. This can be used to return, for example, the median flow over a simulation. For aggregation over scenarios see the agg_func keyword argument.

See also

NumpyArrayNodeRecorder

NumpyArrayNodeSuppliedRatioRecorder

NumpyArrayNodeCurtailmentRatioRecorder

Notes

Deficit is calculated as the difference between max_flow and self.node.flow (i.e. the actual flow allocated during the time-step):

deficit = max_flow - actual_flow

__init__(*args, **kwargs)

Methods

__init__(*args, **kwargs)
after(self)
aggregated_value(self)
before(self)
finish(self)
is_constraint_violated(self)	Returns true if the value from this Recorder violates its constraint bounds.
load(cls, model, data)
register(cls)
reset(self)
setup(self)
to_dataframe(self)	Return a pandas.DataFrame of the recorder data
unregister(cls)
values(self)	Compute a value for each scenario using temporal_agg_func.

Attributes

agg_func
children
comment	comment: str
constraint_lower_bounds
constraint_upper_bounds
data
epsilon	epsilon: 'double'
factor	factor: 'float'
ignore_nan	ignore_nan: 'bool'
is_constraint	Returns true if either upper or lower constraint bounds is defined.
is_double_bounded_constraint	Returns true if upper and lower constraint bounds are both defined and not-equal to one another.
is_equality_constraint	Returns true if upper and lower constraint bounds are both defined and equal to one another.
is_lower_bounded_constraint	Returns true if lower constraint bounds is defined and upper constraint bounds is not.
is_objective
is_upper_bounded_constraint	Returns true if upper constraint bounds is defined and lower constraint bounds is not.
model
name
node
parents
tags	tags: dict
temporal_agg_func