context("MIP: add-constraint") test_that("add_constraint only accepts linear inequalities", { m <- add_variable(MIPModel(), x, type = "binary") expect_error(add_constraint(m, x)) }) test_that("add_constraint_ supports standard eval.", { m <- MIPModel() m <- add_variable(m, x) expect_silent(add_constraint_(m, ~ x <= 10)) }) test_that("add_constraint can handle a for all quantifier", { m <- MIPModel() %>% add_variable(x[i, j], i = 1:3, j = 1:3) %>% add_constraint(sum_expr(x[i, j], j = 1:3) == 1, i = 1:3) expect_equal(length(m$constraints), 3) }) test_that("add_constraint warns about unbouded all quantifier", { m <- MIPModel() %>% add_variable(x[i, j], i = 1:3, j = 1:3) expect_error(add_constraint(sum_expr(x[i, j], j = 1:3) == 1, e = 1:3)) }) test_that("add_constraint throws an error if constraints are non-linear lhs", { m <- add_variable(MIPModel(), x[i], i = 1:3, type = "binary") expect_error(add_constraint(m, sum_expr(x[i], i = 1:2) * x[3] == 1)) }) test_that("add_constraint throws an error if constraints are non-linear rhs", { m <- add_variable(MIPModel(), x[i], i = 1:3, type = "binary") expect_error(add_constraint(m, 1 == sum_expr(x[i], i = 1:2) * x[3])) }) test_that("add_constraint warns about unbouded all quantifier in rhs", { m <- MIPModel() %>% add_variable(x[i, j], i = 1:3, j = 1:3) expect_error(add_constraint(1 == sum_expr(x[i, j], j = 1:3), e = 1:3)) }) test_that("add_constraints throws error if unbounded indexes in lhs", { m <- MIPModel() %>% add_variable(x[i, j], i = 1:3, j = 1:3) expect_error(add_constraint(x[1, j] == 1)) }) test_that("add_constraints throws error if unbounded indexes in rhs", { m <- MIPModel() %>% add_variable(x[i, j], i = 1:3, j = 1:3) expect_error(add_constraint(1 == x[1, j])) }) test_that("we can add constraints", { expect_silent({ m <- MIPModel() m <- add_variable(m, x[i], i = 1:10, type = "binary") m <- add_constraint(m, x[3] <= x[6]) }) }) test_that("add_constraint only allows a fixed set of senses", { m <- MIPModel() m <- add_variable(m, x[i], i = 1:10, type = "binary") add_constraint(m, x[3] <= x[6]) add_constraint(m, x[3] >= x[6]) add_constraint(m, x[3] == x[6]) expect_error(add_constraint(m, x[3] < x[6])) expect_error(add_constraint(m, x[3] > x[6])) expect_error(add_constraint(m, x[3] + x[6])) }) test_that("quantifier filter expressions work with add_constraint", { m <- add_variable(MIPModel(), x[i], i = 1:10) m <- add_constraint(m, x[i] == 1, i = 1:10, i <= 2) expect_equal(2, length(m$constraints)) }) test_that("quantifier filter expressions are combined with AND", { m <- add_variable(MIPModel(), x[i], i = 1:10) m <- add_constraint(m, x[i] == 1, i = 1:10, i <= 2, i >= 2) expect_equal(1, length(m$constraints)) })