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.
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.
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