diff --git a/src/core/algorithms/algorithm.h b/src/core/algorithms/algorithm.h
index 9e466fbe23..0918a69041 100644
--- a/src/core/algorithms/algorithm.h
+++ b/src/core/algorithms/algorithm.h
@@ -105,10 +105,10 @@ class Algorithm {
 
     [[nodiscard]] std::unordered_set<std::string_view> GetPossibleOptions() const;
 
-    std::unordered_map<std::string_view, std::unique_ptr<config::OptValue> > GetOptValues() {
-        std::unordered_map<std::string_view, std::unique_ptr<config::OptValue> > opt_values;
+    std::unordered_map<std::string_view, std::unique_ptr<config::OptValue>> GetOptValues() {
+        std::unordered_map<std::string_view, std::unique_ptr<config::OptValue>> opt_values;
         for (auto& i : possible_options_) {
-            if(i.second->IsSet()){
+            if (i.second->IsSet()) {
                 opt_values[i.second->GetName()] = i.second->GetOptValue();
             }
         }
diff --git a/src/core/config/ioption.h b/src/core/config/ioption.h
index 95126161cc..9ebea6f4d8 100644
--- a/src/core/config/ioption.h
+++ b/src/core/config/ioption.h
@@ -7,7 +7,7 @@
 #include "boost/any.hpp"
 
 namespace config {
-struct OptValue{
+struct OptValue {
     std::type_index type;
     boost::any value;
 };
diff --git a/src/core/config/option.h b/src/core/config/option.h
index e0fdefd26b..8c93d0f4e0 100644
--- a/src/core/config/option.h
+++ b/src/core/config/option.h
@@ -91,7 +91,8 @@ class Option : public IOption {
     }
 
     std::unique_ptr<OptValue> GetOptValue() override {
-        return std::make_unique<OptValue>(OptValue{std::type_index(typeid(T)),boost::any(*value_ptr_)});
+        return std::make_unique<OptValue>(
+                OptValue{std::type_index(typeid(T)), boost::any(*value_ptr_)});
     }
 
 private:
diff --git a/src/python_bindings/opt_to_str.cpp b/src/python_bindings/opt_to_str.cpp
index f3d88ff287..b408dc342c 100644
--- a/src/python_bindings/opt_to_str.cpp
+++ b/src/python_bindings/opt_to_str.cpp
@@ -5,57 +5,48 @@ using ConvFunction = std::function<py::object(boost::any)>;
 
 template <typename T>
 std::pair<std::type_index, ConvFunction> normal_conv_pair{
-    std::type_index(typeid(T)),
-    [](boost::any value) { return py::cast(boost::any_cast<T>(value)); }
-};
+        std::type_index(typeid(T)),
+        [](boost::any value) { return py::cast(boost::any_cast<T>(value)); }};
 
 template <>
 std::pair<std::type_index, ConvFunction> normal_conv_pair<bool>{
-    std::type_index(typeid(bool)),
-    [](boost::any value) { return py::cast(boost::any_cast<bool>(value)); }
-};
+        std::type_index(typeid(bool)),
+        [](boost::any value) { return py::cast(boost::any_cast<bool>(value)); }};
 
 template <>
 std::pair<std::type_index, ConvFunction> normal_conv_pair<config::IndicesType>{
-    std::type_index(typeid(config::IndicesType)),
-    [](boost::any value) {
-        auto opt_value = (boost::any_cast<config::IndicesType>(value));
-        return py::cast(opt_value);
-    }
-};
+        std::type_index(typeid(config::IndicesType)), [](boost::any value) {
+            auto opt_value = (boost::any_cast<config::IndicesType>(value));
+            return py::cast(opt_value);
+        }};
 template <>
 std::pair<std::type_index, ConvFunction> normal_conv_pair<algos::metric::MetricAlgo>{
-    std::type_index(typeid(algos::metric::MetricAlgo)),
-    [](boost::any value){
-        auto opt_value = boost::any_cast<algos::metric::MetricAlgo>(value);
-        return py::cast(opt_value._to_string());
-    }
-};
+        std::type_index(typeid(algos::metric::MetricAlgo)), [](boost::any value) {
+            auto opt_value = boost::any_cast<algos::metric::MetricAlgo>(value);
+            return py::cast(opt_value._to_string());
+        }};
 template <>
 std::pair<std::type_index, ConvFunction> normal_conv_pair<algos::metric::Metric>{
-    std::type_index(typeid(algos::metric::Metric)),
-    [](boost::any value){
-        auto opt_value = boost::any_cast<algos::metric::Metric>(value);
-        return py::cast(opt_value._to_string());
-    }
-};
+        std::type_index(typeid(algos::metric::Metric)), [](boost::any value) {
+            auto opt_value = boost::any_cast<algos::metric::Metric>(value);
+            return py::cast(opt_value._to_string());
+        }};
 const std::unordered_map<std::type_index, ConvFunction> converters{
-    normal_conv_pair<int>,
-    normal_conv_pair<double>,
-    normal_conv_pair<long double>,
-    normal_conv_pair<unsigned int>,
-    normal_conv_pair<bool>,
-    normal_conv_pair<config::ThreadNumType>,
-    normal_conv_pair<config::MaxLhsType>,
-    normal_conv_pair<config::ErrorType>,
-    normal_conv_pair<config::IndicesType>,
-    normal_conv_pair<algos::metric::MetricAlgo>,
-    normal_conv_pair<algos::metric::Metric>
-};
-} // namespace
+        normal_conv_pair<int>,
+        normal_conv_pair<double>,
+        normal_conv_pair<long double>,
+        normal_conv_pair<unsigned int>,
+        normal_conv_pair<bool>,
+        normal_conv_pair<config::ThreadNumType>,
+        normal_conv_pair<config::MaxLhsType>,
+        normal_conv_pair<config::ErrorType>,
+        normal_conv_pair<config::IndicesType>,
+        normal_conv_pair<algos::metric::MetricAlgo>,
+        normal_conv_pair<algos::metric::Metric>};
+}  // namespace
 
-namespace python_bindings{
-    py::object opt_to_str(std::type_index type, boost::any val) {
-        return converters.at(type)(val);
-    }
-} // namespace python_bindings
\ No newline at end of file
+namespace python_bindings {
+py::object opt_to_str(std::type_index type, boost::any val) {
+    return converters.at(type)(val);
+}
+}  // namespace python_bindings
diff --git a/src/python_bindings/opt_to_str.h b/src/python_bindings/opt_to_str.h
index 5e200d2137..b76a6282d4 100644
--- a/src/python_bindings/opt_to_str.h
+++ b/src/python_bindings/opt_to_str.h
@@ -14,12 +14,12 @@
 #include "config/error/type.h"
 #include "config/indices/type.h"
 #include "config/max_lhs/type.h"
+#include "config/names.h"
 #include "config/tabular_data/input_table_type.h"
 #include "config/thread_number/type.h"
-#include "config/names.h"
 #include "model/types/types.h"
 
-namespace python_bindings{
-    namespace py = pybind11;
-    py::object opt_to_str(std::type_index type, boost::any val);
-} // namespace python_bindings
\ No newline at end of file
+namespace python_bindings {
+namespace py = pybind11;
+py::object opt_to_str(std::type_index type, boost::any val);
+}  // namespace python_bindings
diff --git a/src/python_bindings/py_algorithm.h b/src/python_bindings/py_algorithm.h
index 5ebf1a5e78..24076d2ed9 100644
--- a/src/python_bindings/py_algorithm.h
+++ b/src/python_bindings/py_algorithm.h
@@ -14,9 +14,9 @@
 #include "config/error/type.h"
 #include "config/indices/type.h"
 #include "config/max_lhs/type.h"
+#include "config/names.h"
 #include "config/tabular_data/input_table_type.h"
 #include "config/thread_number/type.h"
-#include "config/names.h"
 #include "model/types/types.h"
 #include "opt_to_str.h"
 
@@ -60,7 +60,7 @@ class PyAlgorithmBase {
     std::unordered_map<std::string, py::object> GetOpts() {
         auto opt_ = algorithm_->GetOptValues();
         std::unordered_map<std::string, py::object> res;
-        for (const auto& [name,value] : opt_) {
+        for (const auto& [name, value] : opt_) {
             if (name == config::names::kTable || name == config::names::kInputFormat) {
                 continue;
             }