optimize code

Author: SunsetWolf

pyproject.toml

@@ -23,11 +23,10 @@ description = "A Quantitative-research Platform"
 requires-python = ">=3.8.0"
 readme = {file = "README.md", content-type = "text/markdown"}
 
-# On 2025-04-02 osqp released version 1.0.2, osqp is used as a dependency for qlib. 
+# On 2025-04-02 osqp released version 1.0.2, osqp is used as a dependency for cvxpy. 
 # It would lead to errors installing qlib, so we limited the version of osqp.
 # refs: https://github.com/osqp/osqp/issues/728
 dependencies = [
-  "osqp<1.0.2",
   "pyyaml",
   "numpy",
   "pandas",
@@ -43,6 +42,7 @@ dependencies = [
   "loguru",
   "lightgbm",
   "gym",
+  "osqp<1.0.2",
   "cvxpy",
   "joblib",
   "matplotlib",