diff --git a/Dockerfile b/Dockerfile
index bea8fce..92e46a7 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM condaforge/miniforge3:latest
+FROM condaforge/miniforge3:latest AS runtime-base
 
 WORKDIR /app
 
@@ -14,9 +14,22 @@ COPY requirements.txt .
 RUN pip install --no-cache-dir uv
 RUN uv pip install --system --no-cache-dir -r requirements.txt
 
+FROM runtime-base AS builder
+
+RUN mamba install -y c-compiler cxx-compiler && \
+    mamba clean -afy
+
+COPY app ./app
+COPY scripts ./scripts
+
+RUN python scripts/compile.py && \
+    python scripts/compile.py --delete-source
+
+FROM runtime-base AS runner
+
 # 将代码放入子目录 'app'，将数据放入子目录 'db_inp'
 # 这样临时文件默认会生成在 /app 下，而代码在 /app/app 下，实现了分离
-COPY app ./app
+COPY --from=builder /app/app ./app
 RUN python -c "from pathlib import Path; from zipfile import ZipFile; model_dir = Path('app/algorithms/health/model'); zip_path = model_dir / 'my_survival_forest_model_quxi.zip'; joblib_name = 'my_survival_forest_model_quxi.joblib'; joblib_path = model_dir / joblib_name; assert zip_path.exists(), f'Model archive not found: {zip_path}'; archive = ZipFile(zip_path); archive.extract(joblib_name, model_dir); archive.close(); assert joblib_path.exists(), f'Model file not extracted: {joblib_path}'" && \
     rm -f app/algorithms/health/model/my_survival_forest_model_quxi.zip
 # COPY db_inp ./db_inp
diff --git a/scripts/compile.py b/scripts/compile.py
index 84339e8..b318e4d 100755
--- a/scripts/compile.py
+++ b/scripts/compile.py
@@ -212,10 +212,10 @@ if __name__ == "__main__":
     if len(sys.argv) > 1:
         if sys.argv[1] == "--clean":
             clean_mode = True
-            target_directories = sys.argv[2:]
+            target_directories = sys.argv[2:] or DEFAULT_TARGETS
         elif sys.argv[1] == "--delete-source":
             delete_source_mode = True
-            target_directories = sys.argv[2:]
+            target_directories = sys.argv[2:] or DEFAULT_TARGETS
         else:
             target_directories = sys.argv[1:]
     else: