Merge branch 'pkg-ain-via-pyinstaller' of https://github.com/apache/iotdb into pkg-ain-via-pyinstaller

Author: CRZbulabula

iotdb-core/ainode/ainode.spec

@@ -30,8 +30,10 @@ block_cipher = None
 from PyInstaller.utils.hooks import collect_all, collect_submodules, collect_data_files
 
 # Collect only essential data files and binaries for large libraries
-# Using collect_all for all submodules slows down startup significantly
-# Instead, we collect only what's needed and rely on PyInstaller's dependency analysis
+# Using collect_all for all submodules slows down startup significantly.
+# However, for certain libraries with many dynamic imports (e.g., torch, transformers, safetensors),
+# collect_all is necessary to ensure all required modules are included.
+# For other libraries, we use lighter-weight collection methods to improve startup time.
 all_datas = []
 all_binaries = []
 all_hiddenimports = []

iotdb-core/ainode/ainode.xml

@@ -56,7 +56,7 @@
             <fileMode>0755</fileMode>
         </fileSet>
         <fileSet>
-            <directory>dist</directory>
+            <directory>dist/ainode</directory>
             <outputDirectory>lib</outputDirectory>
             <fileMode>0755</fileMode>
         </fileSet>

scripts/sbin/windows/start-ainode.bat

@@ -32,6 +32,6 @@ echo Script got ainode executable: "$ain_ainode_executable"
 
 echo Starting AINode...
 
-%ain_ainode_dir% start
+%$ain_ainode_executable% start
 
 pause