linopy.constraints.Constraints

class linopy.constraints.Constraints(data, model, _label_position_index=None, _constraint_label_index=None)

A constraint container used for storing multiple constraint arrays.

__init__(data, model, _label_position_index=None, _constraint_label_index=None)

Methods

__init__(data, model[, ...])
add(constraint[, freeze])	Add a constraint to the constraints container.
format_labels(values[, display_max_terms])	Get a string representation of a selection of constraint labels.
get_label_position(values)	Get tuple of name and coordinate for constraint labels.
get_name_by_label(label)	Get the constraint name of the constraint containing the passed label.
items()
print_labels(values[, display_max_terms])	Print a selection of labels of the constraints.
remove(name)	Remove constraint name from the constraints.
reset_dual()	Reset the stored solution of variables.
sanitize_infinities()	Remove constraints whose RHS is an invalid infinity.
sanitize_missings()	Set constraints labels to -1 where all variables in the lhs are missing.
sanitize_zeros()	Filter out terms with zero and close-to-zero coefficient.
set_blocks(block_map)	Get a dataset of same shape as constraints.labels with block values.
to_matrix()	Construct a constraint matrix in sparse format by stacking per-constraint CSR matrices.

Attributes

coefficientrange	Coefficient range of the constraint.
coeffs	Get the coefficients of all constraints.
dataset_attrs
dataset_names
dual	Get the dual values of all constraints.
equalities	Get the subset of constraints which are purely equalities.
flat	Convert all constraint to a single pandas Dataframe.
indicator	Get the subset of constraints which are indicator constraints.
inequalities	Get the subset of constraints which are purely inequalities.
label_index	Index for O(1) label->position mapping and compact clabels array.
labels	Get the labels of all constraints.
ncons	Get the number all constraints effectively used by the model.
regular	Get the subset of constraints which are not indicator constraints.
rhs	Get the right-hand-side constants of all constraints.
sign	Get the signs of all constraints.
vars	Get the variables of all constraints.
data
model