Tested validate_params implemetation for DiscreteStateContinousTimeParams

tests/params.rs

@@ -1,5 +1,5 @@
-use rustyCTBN::params::*;
 use ndarray::prelude::*;
+use rustyCTBN::params::*;
 use std::collections::BTreeSet;
 
 mod utils;
@@ -7,11 +7,10 @@ mod utils;
 #[macro_use]
 extern crate approx;
 
-
 fn create_ternary_discrete_time_continous_param() -> DiscreteStatesContinousTimeParams {
     let mut params = utils::generate_discrete_time_continous_param(3);
 
-    let cim = array![[[-3.0, 2.0, 1.0], [1.0, -5.0, 4.0], [3.2, 1.7, -4.0]]];
+    let cim = array![[[-3.0, 2.0, 1.0], [1.0, -5.0, 4.0], [2.3, 1.7, -4.0]]];
 
     params.cim = Some(cim);
     params
@@ -62,3 +61,63 @@ fn test_random_generation_residence_time() {
 
     assert_relative_eq!(1.0 / 5.0, states.mean().unwrap(), epsilon = 0.01);
 }
+
+#[test]
+fn test_validate_params_valid_cim() {
+    let param = create_ternary_discrete_time_continous_param();
+
+    assert_eq!(Ok(()), param.validate_params());
+}
+
+#[test]
+fn test_validate_params_cim_not_initialized() {
+    let param = utils::generate_discrete_time_continous_param(3);
+    assert_eq!(
+        Err(ParamsError::ParametersNotInitialized(String::from(
+            "CIM not initialized",
+        ))),
+        param.validate_params()
+    );
+}
+
+
+#[test]
+fn test_validate_params_wrong_shape() {
+    let mut param = utils::generate_discrete_time_continous_param(4);
+    let cim = array![[[-3.0, 2.0, 1.0], [1.0, -5.0, 4.0], [2.3, 1.7, -4.0]]];
+    param.cim = Some(cim);
+    assert_eq!(
+        Err(ParamsError::InvalidCIM(String::from(
+                "Incompatible shape [1, 3, 3] with domain 4"
+            ))),
+        param.validate_params()
+    );
+}
+
+
+#[test]
+fn test_validate_params_positive_diag() {
+    let mut param = utils::generate_discrete_time_continous_param(3);
+    let cim = array![[[2.0, -3.0, 1.0], [1.0, -5.0, 4.0], [2.3, 1.7, -4.0]]];
+    param.cim = Some(cim);
+    assert_eq!(
+        Err(ParamsError::InvalidCIM(String::from(
+                "The diagonal of each cim must be non-positive",
+            ))),
+        param.validate_params()
+    );
+}
+
+
+#[test]
+fn test_validate_params_row_not_sum_to_zero() {
+    let mut param = utils::generate_discrete_time_continous_param(3);
+    let cim = array![[[-3.0, 2.0, 1.0], [1.0, -5.0, 4.0], [2.3, 1.701, -4.0]]];
+    param.cim = Some(cim);
+    assert_eq!(
+        Err(ParamsError::InvalidCIM(String::from(
+            "The sum of each row must be 0"
+            ))),
+        param.validate_params()
+    );
+}