!157 修复scikit-learn-1.4导致的接口不兼容，atune-tuning 功能失败问题

From: @tong_1001 
Reviewed-by: @hubin95 
Signed-off-by: @hubin95

0002-scikit-learn-1.2-rename-the-parameter-base_estimator.patch

@@ -0,0 +1,26 @@
+From b274e3e2455df84a95ed34acd118dd72c5e14313 Mon Sep 17 00:00:00 2001
+From: dongjiao <dongjiao@kylinos.cn>
+Date: Tue, 11 Mar 2025 11:09:07 +0800
+Subject: [PATCH] scikit-learn-1.2 rename the parameter 'base_estimator' to
+ 'estimator'.
+
+---
+ analysis/optimizer/weighted_ensemble_feature_selector.py | 2 +-
+ 1 file changed, 1 insertion(+), 1 deletion(-)
+
+diff --git a/analysis/optimizer/weighted_ensemble_feature_selector.py b/analysis/optimizer/weighted_ensemble_feature_selector.py
+index cb39561..4137fe4 100644
+--- a/analysis/optimizer/weighted_ensemble_feature_selector.py
++++ b/analysis/optimizer/weighted_ensemble_feature_selector.py
+@@ -86,7 +86,7 @@ class WeightedEnsembleFeatureSelector:
+         graboo = GradientBoostingRegressor(n_estimators=10000, learning_rate=0.1)
+         adb = AdaBoostRegressor(DecisionTreeRegressor(max_depth=16),
+                                 n_estimators=10000, random_state=0)
+-        bag = BaggingRegressor(base_estimator=ExtraTreeRegressor(max_depth=16),
++        bag = BaggingRegressor(estimator=ExtraTreeRegressor(max_depth=16),
+                                n_estimators=10000, random_state=0, n_jobs=-1)
+         self._regressors = [dtree, ranfor, graboo, adb, bag]
+         self._ensemble_model = Ridge(alpha=10, max_iter=1000000)
+-- 
+2.43.0
+

atune.spec

@@ -3,7 +3,7 @@
 Summary: AI auto tuning system
 Name: atune
 Version: 1.2.0
-Release: 3
+Release: 4
 License: MulanPSL-2.0
 URL: https://gitee.com/openeuler/A-Tune
 Source: https://gitee.com/openeuler/A-Tune/repository/archive/v%{version}.tar.gz
@@ -15,6 +15,7 @@ Patch9003: adjust-the-startup-sequence-of-atune-rest.patch
 Patch9004: import-os-for-app.py.patch 
 Patch9005: adapt-sqlite-3.42-to-resolve-the-build-failure.patch
 Patch9006: 0001-fix-skopt.Optimizer-incompatible-with-numpy-1.24.patch
+Patch9007: 0002-scikit-learn-1.2-rename-the-parameter-base_estimator.patch
 
 BuildRequires: rpm-build golang-bin procps-ng
 BuildRequires: sqlite >= 3.24.0 openssl
@@ -92,6 +93,7 @@ atune restful api for manage atuned AI tuning system.
 %patch9004 -p1
 %patch9005 -p1
 %patch9006 -p1
+%patch9007 -p1
 
 %build
 %make_build
@@ -192,6 +194,9 @@ atune restful api for manage atuned AI tuning system.
 %exclude /etc/atuned/rest_certs
 
 %changelog
+* Thu Mar 20 2025 dongjiao <dongjiao@kylinos.cn> - 1.2.0-4
+- fix bug cause scikit-learn-1.2 rename the parameter 'base_estimator' to 'estimator'.
+
 * Mon Jul 29 2024 dongjiao <dongjiao@kylinos.cn> - 1.2.0-3
 - fix skopt.Optimizer incompatible with numpy-1.24