From b96c716c9b93c44b73a8209fc82e88baa499fe7c Mon Sep 17 00:00:00 2001
From: "sweep-ai[bot]" <128439645+sweep-ai[bot]@users.noreply.github.com>
Date: Thu, 17 Aug 2023 02:24:02 +0000
Subject: [PATCH 1/2] Added BaseMetric class with abstract calculate method and
 validate_datasets method

---
 sdgx/metrics/base.py | 15 +++++++++++++--
 1 file changed, 13 insertions(+), 2 deletions(-)

diff --git a/sdgx/metrics/base.py b/sdgx/metrics/base.py
index 0ecf5c15..39267413 100644
--- a/sdgx/metrics/base.py
+++ b/sdgx/metrics/base.py
@@ -1,2 +1,13 @@
-class base_metric:
-    pass
+from abc import ABC, abstractmethod
+
+class BaseMetric(ABC):
+    def __init__(self, real_data, synthetic_data):
+        self.real_data = real_data
+        self.synthetic_data = synthetic_data
+
+    @abstractmethod
+    def calculate(self):
+        pass
+
+    def validate_datasets(self):
+        pass

From e9c8b8ef5adedc2eca075a43d110c48fce705c9c Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Thu, 17 Aug 2023 02:25:09 +0000
Subject: [PATCH 2/2] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 sdgx/metrics/base.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/sdgx/metrics/base.py b/sdgx/metrics/base.py
index 39267413..97efb02c 100644
--- a/sdgx/metrics/base.py
+++ b/sdgx/metrics/base.py
@@ -1,5 +1,6 @@
 from abc import ABC, abstractmethod
 
+
 class BaseMetric(ABC):
     def __init__(self, real_data, synthetic_data):
         self.real_data = real_data