From f60b1ac230ab97bd3c6ad2c210f79882293b306d Mon Sep 17 00:00:00 2001
From: AmenRa <elias.bssn@gmail.com>
Date: Mon, 1 Jul 2024 19:44:52 +0200
Subject: [PATCH] Formatting

---
 ranx/statistical_tests/__init__.py      | 18 +++++++++---------
 tests/unit/ranx/fusion/logn_isr_test.py | 24 ++++++------------------
 tests/unit/ranx/meta/evaluate_test.py   | 12 ++----------
 tests/unit/ranx/metrics_test.py         | 12 ++----------
 4 files changed, 19 insertions(+), 47 deletions(-)

diff --git a/ranx/statistical_tests/__init__.py b/ranx/statistical_tests/__init__.py
index 338895a..9f20e51 100644
--- a/ranx/statistical_tests/__init__.py
+++ b/ranx/statistical_tests/__init__.py
@@ -72,15 +72,15 @@ def compute_statistical_significance(
                     treatment_metric_scores = metric_scores[treatment]
 
                     # Compute statistical significance
-                    comparisons[
-                        frozenset([control, treatment])
-                    ] = _compute_statistical_significance(
-                        control_metric_scores,
-                        treatment_metric_scores,
-                        stat_test,
-                        n_permutations,
-                        max_p,
-                        random_seed,
+                    comparisons[frozenset([control, treatment])] = (
+                        _compute_statistical_significance(
+                            control_metric_scores,
+                            treatment_metric_scores,
+                            stat_test,
+                            n_permutations,
+                            max_p,
+                            random_seed,
+                        )
                     )
 
         return comparisons
diff --git a/tests/unit/ranx/fusion/logn_isr_test.py b/tests/unit/ranx/fusion/logn_isr_test.py
index db3641e..2b0986b 100644
--- a/tests/unit/ranx/fusion/logn_isr_test.py
+++ b/tests/unit/ranx/fusion/logn_isr_test.py
@@ -48,21 +48,9 @@ def test_logn_isr(run_1, run_2, run_3):
     assert len(combined_run["q1"]) == 3
     assert len(combined_run["q2"]) == 3
 
-    assert combined_run["q1"]["d1"] == ((1 / (3**2)) + (1 / (1**2))) * np.log(
-        2 + sigma
-    )
-    assert combined_run["q1"]["d2"] == ((1 / (2**2)) + (1 / (2**2))) * np.log(
-        2 + sigma
-    )
-    assert combined_run["q1"]["d3"] == ((1 / (1**2)) + (1 / (1**2))) * np.log(
-        2 + sigma
-    )
-    assert combined_run["q2"]["d1"] == ((1 / (2**2)) + (1 / (2**2))) * np.log(
-        2 + sigma
-    )
-    assert combined_run["q2"]["d2"] == ((1 / (1**2)) + (1 / (2**2))) * np.log(
-        2 + sigma
-    )
-    assert combined_run["q2"]["d3"] == ((1 / (1**2)) + (1 / (1**2))) * np.log(
-        2 + sigma
-    )
+    assert combined_run["q1"]["d1"] == ((1 / (3**2)) + (1 / (1**2))) * np.log(2 + sigma)
+    assert combined_run["q1"]["d2"] == ((1 / (2**2)) + (1 / (2**2))) * np.log(2 + sigma)
+    assert combined_run["q1"]["d3"] == ((1 / (1**2)) + (1 / (1**2))) * np.log(2 + sigma)
+    assert combined_run["q2"]["d1"] == ((1 / (2**2)) + (1 / (2**2))) * np.log(2 + sigma)
+    assert combined_run["q2"]["d2"] == ((1 / (1**2)) + (1 / (2**2))) * np.log(2 + sigma)
+    assert combined_run["q2"]["d3"] == ((1 / (1**2)) + (1 / (1**2))) * np.log(2 + sigma)
diff --git a/tests/unit/ranx/meta/evaluate_test.py b/tests/unit/ranx/meta/evaluate_test.py
index 4b9cc6e..8c3be5f 100644
--- a/tests/unit/ranx/meta/evaluate_test.py
+++ b/tests/unit/ranx/meta/evaluate_test.py
@@ -298,11 +298,7 @@ def test_dcg_burges():
 
     assert np.allclose(
         evaluate(y_true, y_pred_1, f"dcg_burges@{k}"),
-        (
-            (2**5 - 1) / np.log2(3)
-            + (2**4 - 1) / np.log2(5)
-            + (2**3 - 1) / np.log2(6)
-        ),
+        ((2**5 - 1) / np.log2(3) + (2**4 - 1) / np.log2(5) + (2**3 - 1) / np.log2(6)),
     )
 
     assert np.allclose(
@@ -343,11 +339,7 @@ def test_ndcg_burges():
 
     assert np.allclose(
         evaluate(y_true, y_pred_1, f"ndcg_burges@{k}"),
-        (
-            (2**5 - 1) / np.log2(3)
-            + (2**4 - 1) / np.log2(5)
-            + (2**3 - 1) / np.log2(6)
-        )
+        ((2**5 - 1) / np.log2(3) + (2**4 - 1) / np.log2(5) + (2**3 - 1) / np.log2(6))
         / idcg,
     )
 
diff --git a/tests/unit/ranx/metrics_test.py b/tests/unit/ranx/metrics_test.py
index 615ba6e..a2677e0 100644
--- a/tests/unit/ranx/metrics_test.py
+++ b/tests/unit/ranx/metrics_test.py
@@ -256,11 +256,7 @@ def test_dcg_burges():
 
     assert np.allclose(
         rm.dcg_burges(y_true, y_pred_1, k)[0],
-        (
-            (2**5 - 1) / np.log2(3)
-            + (2**4 - 1) / np.log2(5)
-            + (2**3 - 1) / np.log2(6)
-        ),
+        ((2**5 - 1) / np.log2(3) + (2**4 - 1) / np.log2(5) + (2**3 - 1) / np.log2(6)),
     )
 
     assert np.allclose(
@@ -301,11 +297,7 @@ def test_ndcg_burges():
 
     assert np.allclose(
         rm.ndcg_burges(y_true, y_pred_1, k)[0],
-        (
-            (2**5 - 1) / np.log2(3)
-            + (2**4 - 1) / np.log2(5)
-            + (2**3 - 1) / np.log2(6)
-        )
+        ((2**5 - 1) / np.log2(3) + (2**4 - 1) / np.log2(5) + (2**3 - 1) / np.log2(6))
         / idcg,
     )