From bfa95c8e32393f6dd4a0141768c67d02c3d52ed6 Mon Sep 17 00:00:00 2001
From: ColinLee <shuolin_l@163.com>
Date: Mon, 9 Mar 2026 13:28:10 +0800
Subject: [PATCH 1/5] fix some err.

---
 cpp/1761643915818-1-0-0.tsfile                | Bin 0 -> 175694 bytes
 cpp/CMakeLists.txt                            |   4 +
 cpp/src/common/path.h                         |  10 +-
 .../tree_view/tsfile_reader_tree_test.cc      |  54 +++++
 cpp/third_party/zlib-1.3.1/treebuild.xml      | 188 +++++++++---------
 .../zlib-1.3.1/zlib-1.3.1/treebuild.xml       | 188 +++++++++---------
 python/tests/test_dataframe.py                |   5 +
 7 files changed, 254 insertions(+), 195 deletions(-)
 create mode 100644 cpp/1761643915818-1-0-0.tsfile

diff --git a/cpp/1761643915818-1-0-0.tsfile b/cpp/1761643915818-1-0-0.tsfile
new file mode 100644
index 0000000000000000000000000000000000000000..1c0c26495345c3ba8544d847ffa41fc02ec472e7
GIT binary patch
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znU4!4J_-rehSX7Fx#;WI3w8oZkxX?{#wW-kBLtXU%l;luI&lz#0wD;=VkDZlWXSz^
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zS{Fu-?bcc^8*aw%L_kVH@{?es?I<}2rFniCeLml?lFzwNH4(5@^w1!i(o*xv2Xs!3
zUn{uA!EC#FeQywJr+ku!*ROp2wR;5^+OprGQJomL%&1i!+JsF#sfV9$mUDI0H=6Gh
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z!{{r{FK})-r=vv6cYX{RXT+%eS8P01hbT#(!u5$`E?Ozis&N>45hWuBr=~a0Hhb?&
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z%j#Xff7}IKD*jJj>f?b;1fTyw*cPZUaHam*=}gRD^Ru}a6nW?N?P*@AiJzoy-<b*)
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LpH`&?!>9iZ@CRe_

literal 0
HcmV?d00001

diff --git a/cpp/CMakeLists.txt b/cpp/CMakeLists.txt
index c85150d8f..45e630101 100755
--- a/cpp/CMakeLists.txt
+++ b/cpp/CMakeLists.txt
@@ -143,6 +143,10 @@ if (ENABLE_ZLIB)
     add_definitions(-DENABLE_GZIP)
 endif()
 
+if (ENABLE_ANTLR4)
+    add_definitions(-DENABLE_ANTLR4)
+endif()
+
 # All libs will be stored here, including libtsfile, compress-encoding lib.
 set(LIBRARY_OUTPUT_PATH ${PROJECT_BINARY_DIR}/lib)
 
diff --git a/cpp/src/common/path.h b/cpp/src/common/path.h
index 55abf810d..23b37c4be 100644
--- a/cpp/src/common/path.h
+++ b/cpp/src/common/path.h
@@ -57,9 +57,13 @@ struct Path {
                     IDeviceID::split_string(path_sc, '.');
 #endif
                 if (nodes.size() > 1) {
-                    device_id_ = std::make_shared<StringArrayDeviceID>(
-                        std::vector<std::string>(nodes.begin(),
-                                                 nodes.end() - 1));
+                    std::string device_str;
+                    for (size_t j = 0; j + 1 < nodes.size(); ++j) {
+                        if (j > 0) device_str += ".";
+                        device_str += nodes[j];
+                    }
+                    device_id_ =
+                        std::make_shared<StringArrayDeviceID>(device_str);
                     measurement_ = nodes[nodes.size() - 1];
                     full_path_ =
                         device_id_->get_device_name() + "." + measurement_;
diff --git a/cpp/test/reader/tree_view/tsfile_reader_tree_test.cc b/cpp/test/reader/tree_view/tsfile_reader_tree_test.cc
index ffcaa20fa..84b994dfc 100644
--- a/cpp/test/reader/tree_view/tsfile_reader_tree_test.cc
+++ b/cpp/test/reader/tree_view/tsfile_reader_tree_test.cc
@@ -410,3 +410,57 @@ TEST_F(TsFileTreeReaderTest, ExtendedRowsAndColumnsTest) {
         delete measurement;
     }
 }
+
+TEST_F(TsFileTreeReaderTest, ExtendedRowsAndColumnsTest1) {
+    TsFileTreeReader reader;
+    reader.open("/Users/colin/dev/tsfile/cpp/1761643915818-1-0-0.tsfile");
+    auto read_device_ids = reader.get_all_device_ids();
+    ResultSet* result;
+    int ret =
+        reader.query({"root.sensors.TH"}, {"t", "h"}, 0, INT64_MAX, result);
+    ASSERT_EQ(ret, E_OK);
+    auto iter = result->iterator();
+    int row_count = 0;
+
+    while (iter.hasNext()) {
+        RowRecord* read_record = iter.next();
+        row_count++;
+
+        // device_id1
+        for (size_t i = 0; i < 2; ++i) {
+            Field* field = read_record->get_field(i + 1);
+            ASSERT_NE(field, nullptr);
+
+            int64_t timestamp = read_record->get_timestamp();
+            int row_index = timestamp / 1000;
+
+            switch (field->type_) {
+                case INT64: {
+                    EXPECT_EQ(field->get_value<int64_t>(),
+                              static_cast<int64_t>(row_index + i));
+                    break;
+                }
+                case DOUBLE: {
+                    EXPECT_NEAR(field->get_value<double>(), row_index * 1.5 +
+                    i,
+                                0.001);
+                    break;
+                }
+                case FLOAT: {
+                    EXPECT_NEAR(field->get_value<float>(), row_index * 0.8f +
+                    i,
+                                0.001f);
+                    break;
+                }
+                case INT32: {
+                    EXPECT_EQ(field->get_value<int32_t>(),
+                              static_cast<int32_t>(row_index * 2 + i));
+                    break;
+                }
+                default:
+                    break;
+            }
+        }
+    }
+
+}
diff --git a/cpp/third_party/zlib-1.3.1/treebuild.xml b/cpp/third_party/zlib-1.3.1/treebuild.xml
index 930b00be4..8e030572a 100644
--- a/cpp/third_party/zlib-1.3.1/treebuild.xml
+++ b/cpp/third_party/zlib-1.3.1/treebuild.xml
@@ -1,103 +1,99 @@
-<?xml version="1.0" ?>
+<?xml version="1.0" encoding="UTF-8"?>
 <package name="zlib" version="1.3.1">
     <library name="zlib" dlversion="1.3.1" dlname="z">
-	<property name="description"> zip compression library </property>
-	<property name="include-target-dir" value="$(@PACKAGE/install-includedir)" />
-
-	<!-- fixme: not implemented yet -->
-	<property name="compiler/c/inline" value="yes" />
-
-	<include-file name="zlib.h" scope="public" mode="644" />
-	<include-file name="zconf.h" scope="public" mode="644" />
-
-	<source name="adler32.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	</source>
-	<source name="compress.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	</source>
-	<source name="crc32.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="crc32.h" />
-	</source>
-	<source name="gzclose.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="gzguts.h" />
-	</source>
-	<source name="gzlib.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="gzguts.h" />
-	</source>
-	<source name="gzread.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="gzguts.h" />
-	</source>
-	<source name="gzwrite.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="gzguts.h" />
-	</source>
-	<source name="uncompr.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	</source>
-	<source name="deflate.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="zutil.h" />
-	    <depend name="deflate.h" />
-	</source>
-	<source name="trees.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="zutil.h" />
-	    <depend name="deflate.h" />
-	    <depend name="trees.h" />
-	</source>
-	<source name="zutil.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="zutil.h" />
-	</source>
-	<source name="inflate.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="zutil.h" />
-	    <depend name="inftrees.h" />
-	    <depend name="inflate.h" />
-	    <depend name="inffast.h" />
-	</source>
-	<source name="infback.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="zutil.h" />
-	    <depend name="inftrees.h" />
-	    <depend name="inflate.h" />
-	    <depend name="inffast.h" />
-	</source>
-	<source name="inftrees.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="zutil.h" />
-	    <depend name="inftrees.h" />
-	</source>
-	<source name="inffast.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="zutil.h" />
-	    <depend name="inftrees.h" />
-	    <depend name="inflate.h" />
-	    <depend name="inffast.h" />
-	</source>
+        <property name="description">zip compression library</property>
+        <property name="include-target-dir" value="$(@PACKAGE/install-includedir)"/>
+        <!-- fixme: not implemented yet -->
+        <property name="compiler/c/inline" value="yes"/>
+        <include-file name="zlib.h" scope="public" mode="644"/>
+        <include-file name="zconf.h" scope="public" mode="644"/>
+        <source name="adler32.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+        </source>
+        <source name="compress.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+        </source>
+        <source name="crc32.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="crc32.h"/>
+        </source>
+        <source name="gzclose.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="gzguts.h"/>
+        </source>
+        <source name="gzlib.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="gzguts.h"/>
+        </source>
+        <source name="gzread.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="gzguts.h"/>
+        </source>
+        <source name="gzwrite.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="gzguts.h"/>
+        </source>
+        <source name="uncompr.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+        </source>
+        <source name="deflate.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="zutil.h"/>
+            <depend name="deflate.h"/>
+        </source>
+        <source name="trees.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="zutil.h"/>
+            <depend name="deflate.h"/>
+            <depend name="trees.h"/>
+        </source>
+        <source name="zutil.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="zutil.h"/>
+        </source>
+        <source name="inflate.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="zutil.h"/>
+            <depend name="inftrees.h"/>
+            <depend name="inflate.h"/>
+            <depend name="inffast.h"/>
+        </source>
+        <source name="infback.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="zutil.h"/>
+            <depend name="inftrees.h"/>
+            <depend name="inflate.h"/>
+            <depend name="inffast.h"/>
+        </source>
+        <source name="inftrees.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="zutil.h"/>
+            <depend name="inftrees.h"/>
+        </source>
+        <source name="inffast.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="zutil.h"/>
+            <depend name="inftrees.h"/>
+            <depend name="inflate.h"/>
+            <depend name="inffast.h"/>
+        </source>
     </library>
 </package>
-
 <!--
 CFLAGS=-O
 #CFLAGS=-O -DMAX_WBITS=14 -DMAX_MEM_LEVEL=7
diff --git a/cpp/third_party/zlib-1.3.1/zlib-1.3.1/treebuild.xml b/cpp/third_party/zlib-1.3.1/zlib-1.3.1/treebuild.xml
index 930b00be4..8e030572a 100644
--- a/cpp/third_party/zlib-1.3.1/zlib-1.3.1/treebuild.xml
+++ b/cpp/third_party/zlib-1.3.1/zlib-1.3.1/treebuild.xml
@@ -1,103 +1,99 @@
-<?xml version="1.0" ?>
+<?xml version="1.0" encoding="UTF-8"?>
 <package name="zlib" version="1.3.1">
     <library name="zlib" dlversion="1.3.1" dlname="z">
-	<property name="description"> zip compression library </property>
-	<property name="include-target-dir" value="$(@PACKAGE/install-includedir)" />
-
-	<!-- fixme: not implemented yet -->
-	<property name="compiler/c/inline" value="yes" />
-
-	<include-file name="zlib.h" scope="public" mode="644" />
-	<include-file name="zconf.h" scope="public" mode="644" />
-
-	<source name="adler32.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	</source>
-	<source name="compress.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	</source>
-	<source name="crc32.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="crc32.h" />
-	</source>
-	<source name="gzclose.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="gzguts.h" />
-	</source>
-	<source name="gzlib.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="gzguts.h" />
-	</source>
-	<source name="gzread.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="gzguts.h" />
-	</source>
-	<source name="gzwrite.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="gzguts.h" />
-	</source>
-	<source name="uncompr.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	</source>
-	<source name="deflate.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="zutil.h" />
-	    <depend name="deflate.h" />
-	</source>
-	<source name="trees.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="zutil.h" />
-	    <depend name="deflate.h" />
-	    <depend name="trees.h" />
-	</source>
-	<source name="zutil.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="zutil.h" />
-	</source>
-	<source name="inflate.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="zutil.h" />
-	    <depend name="inftrees.h" />
-	    <depend name="inflate.h" />
-	    <depend name="inffast.h" />
-	</source>
-	<source name="infback.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="zutil.h" />
-	    <depend name="inftrees.h" />
-	    <depend name="inflate.h" />
-	    <depend name="inffast.h" />
-	</source>
-	<source name="inftrees.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="zutil.h" />
-	    <depend name="inftrees.h" />
-	</source>
-	<source name="inffast.c">
-	    <depend name="zlib.h" />
-	    <depend name="zconf.h" />
-	    <depend name="zutil.h" />
-	    <depend name="inftrees.h" />
-	    <depend name="inflate.h" />
-	    <depend name="inffast.h" />
-	</source>
+        <property name="description">zip compression library</property>
+        <property name="include-target-dir" value="$(@PACKAGE/install-includedir)"/>
+        <!-- fixme: not implemented yet -->
+        <property name="compiler/c/inline" value="yes"/>
+        <include-file name="zlib.h" scope="public" mode="644"/>
+        <include-file name="zconf.h" scope="public" mode="644"/>
+        <source name="adler32.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+        </source>
+        <source name="compress.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+        </source>
+        <source name="crc32.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="crc32.h"/>
+        </source>
+        <source name="gzclose.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="gzguts.h"/>
+        </source>
+        <source name="gzlib.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="gzguts.h"/>
+        </source>
+        <source name="gzread.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="gzguts.h"/>
+        </source>
+        <source name="gzwrite.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="gzguts.h"/>
+        </source>
+        <source name="uncompr.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+        </source>
+        <source name="deflate.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="zutil.h"/>
+            <depend name="deflate.h"/>
+        </source>
+        <source name="trees.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="zutil.h"/>
+            <depend name="deflate.h"/>
+            <depend name="trees.h"/>
+        </source>
+        <source name="zutil.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="zutil.h"/>
+        </source>
+        <source name="inflate.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="zutil.h"/>
+            <depend name="inftrees.h"/>
+            <depend name="inflate.h"/>
+            <depend name="inffast.h"/>
+        </source>
+        <source name="infback.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="zutil.h"/>
+            <depend name="inftrees.h"/>
+            <depend name="inflate.h"/>
+            <depend name="inffast.h"/>
+        </source>
+        <source name="inftrees.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="zutil.h"/>
+            <depend name="inftrees.h"/>
+        </source>
+        <source name="inffast.c">
+            <depend name="zlib.h"/>
+            <depend name="zconf.h"/>
+            <depend name="zutil.h"/>
+            <depend name="inftrees.h"/>
+            <depend name="inflate.h"/>
+            <depend name="inffast.h"/>
+        </source>
     </library>
 </package>
-
 <!--
 CFLAGS=-O
 #CFLAGS=-O -DMAX_WBITS=14 -DMAX_MEM_LEVEL=7
diff --git a/python/tests/test_dataframe.py b/python/tests/test_dataframe.py
index e40ff32a0..555f01adb 100644
--- a/python/tests/test_dataframe.py
+++ b/python/tests/test_dataframe.py
@@ -333,3 +333,8 @@ def test_validate_dataframe_none_column_name():
     df = pd.DataFrame([[1, 2]], columns=[None, "value"])
     with pytest.raises(ValueError, match="Column name cannot be None or empty"):
         validate_dataframe_for_tsfile(df)
+
+
+def test_to_dataframe_test():
+    df = to_dataframe("/Users/colin/dev/tsfile/cpp/1761643915818-1-0-0.tsfile")
+    print(df)

From 149adc301c386a313d2fe870190d8b7409bad3c4 Mon Sep 17 00:00:00 2001
From: ColinLee <shuolin_l@163.com>
Date: Wed, 11 Mar 2026 22:07:36 +0800
Subject: [PATCH 2/5] support python release.

---
 .github/workflows/unit-test-cpp.yml    |   6 +
 .github/workflows/unit-test-python.yml |  11 ++
 .github/workflows/wheels.yml           | 169 +++++++++++++++++++
 cpp/CMakeLists.txt                     |   2 +-
 cpp/pom.xml                            |  12 +-
 java/common/pom.xml                    |   2 +-
 java/examples/pom.xml                  |   4 +-
 java/pom.xml                           |   4 +-
 java/tools/pom.xml                     |   6 +-
 java/tsfile/pom.xml                    |   4 +-
 pom.xml                                |  12 +-
 python/pom.xml                         |  40 +----
 python/pyproject.toml                  |  69 ++++++++
 python/requirements.txt                |   4 +-
 python/setup.py                        | 221 +++++++++++--------------
 python/tsfile/__init__.py              |  12 +-
 python/tsfile/tsfile_cpp.pxd           |   6 +-
 17 files changed, 391 insertions(+), 193 deletions(-)
 create mode 100644 .github/workflows/wheels.yml
 create mode 100644 python/pyproject.toml

diff --git a/.github/workflows/unit-test-cpp.yml b/.github/workflows/unit-test-cpp.yml
index e7a3f1069..f376e65b6 100644
--- a/.github/workflows/unit-test-cpp.yml
+++ b/.github/workflows/unit-test-cpp.yml
@@ -109,6 +109,12 @@ jobs:
         shell: bash
         run: |
           if [[ "$RUNNER_OS" == "Linux" ]]; then
+            if command -v apt-get >/dev/null 2>&1; then
+              sudo apt-get update
+              sudo apt-get install -y uuid-dev
+            elif command -v yum >/dev/null 2>&1; then
+              sudo yum install -y libuuid-devel
+            fi
             sudo update-alternatives --install /usr/bin/clang-format clang-format /usr/bin/clang-format-17 100
             sudo update-alternatives --set clang-format /usr/bin/clang-format-17
             sudo apt-get update
diff --git a/.github/workflows/unit-test-python.yml b/.github/workflows/unit-test-python.yml
index 28a6d07ca..d47bd10dd 100644
--- a/.github/workflows/unit-test-python.yml
+++ b/.github/workflows/unit-test-python.yml
@@ -60,6 +60,17 @@ jobs:
           key: ${{ runner.os }}-m2-${{ hashFiles('**/pom.xml') }}
           restore-keys: ${{ runner.os }}-m2-
 
+      - name: Install dependencies
+        shell: bash
+        run: |
+          if [[ "$RUNNER_OS" == "Linux" ]]; then
+            if command -v apt-get >/dev/null 2>&1; then
+              sudo apt-get update
+              sudo apt-get install -y uuid-dev
+            elif command -v yum >/dev/null 2>&1; then
+              sudo yum install -y libuuid-devel
+            fi
+          fi
       # On Windows systems the 'mvnw' script needs an additional ".cmd" appended.
       - name: Calculate platform suffix
         id: platform_suffix
diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
new file mode 100644
index 000000000..70a364385
--- /dev/null
+++ b/.github/workflows/wheels.yml
@@ -0,0 +1,169 @@
+name: Build TsFile wheels(multi-platform)
+
+on:
+  push:
+    branches:
+      - "release_v*.*.*"
+  pull_request:
+    paths:
+      - "cpp/**"
+      - "python/**"
+      - ".github/**"
+  workflow_dispatch:
+
+jobs:
+  build:
+    name: Build wheels on ${{ matrix.name }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - name: linux-x86_64
+            os: ubuntu-22.04
+            platform: linux
+            cibw_archs_linux: "x86_64"
+
+          - name: linux-aarch64
+            os: ubuntu-22.04-arm
+            platform: linux
+            cibw_archs_linux: "aarch64"
+
+          - name: macos-x86_64
+            os: macos-15-intel
+            platform: macos
+            cibw_archs_macos: "x86_64"
+
+          - name: macos-arm64
+            os: macos-latest 
+            platform: macos
+            cibw_archs_macos: "arm64"
+#          currently, compile on windows is not supported for cibuildwheel
+#          - name: windows-amd64
+#            os: windows-2022
+#            platform: windows
+#            cibw_archs_windows: "AMD64"
+    
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+        with:
+          submodules: false
+          fetch-depth: 0
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: "3.11"
+      
+      - name: Set up Java 17
+        uses: actions/setup-java@v4
+        with:
+          distribution: temurin
+          java-version: "17"
+
+      - name: Install system deps (macOS)
+        if: matrix.platform == 'macos'
+        run: |
+          set -eux
+          brew update
+          brew install pkg-config || true
+
+      - name: Install build tools
+        run: |
+          python -m pip install -U pip wheel
+          python -m pip install cibuildwheel==2.21.3
+
+#      - name: Build C++ core via Maven(win)
+#        if: matrix.platform == 'windows'
+#        shell: bash
+#        run: |
+#          set -euxo pipefail
+#          chmod +x mvnw || true
+#          ./mvnw -Pwith-cpp clean verify package \
+#            -DskipTests -Dspotless.check.skip=true -Dspotless.apply.skip=true
+#          test -d cpp/target/build/lib
+#          test -d cpp/target/build/include
+      
+      - name: Build C++ core via Maven (macOS)
+        if: matrix.platform == 'macos'
+        shell: bash
+        env:
+          MACOSX_DEPLOYMENT_TARGET: "12.0"
+          CFLAGS: "-mmacosx-version-min=12.0"
+          CXXFLAGS: "-mmacosx-version-min=12.0"
+          LDFLAGS: "-mmacosx-version-min=12.0"
+        run: |
+          set -euxo pipefail
+          chmod +x mvnw || true
+          ./mvnw -Pwith-cpp clean verify package \
+            -DskipTests -Dspotless.check.skip=true -Dspotless.apply.skip=true \
+            -Dcmake.args="-DCMAKE_OSX_DEPLOYMENT_TARGET=12.0"
+          otool -l cpp/target/build/lib/libtsfile*.dylib | grep -A2 LC_VERSION_MIN_MACOSX || true
+            
+      - name: Build wheels via cibuildwheel
+        if: matrix.platform != 'macos'
+        env: 
+          CIBW_ARCHS_LINUX: ${{ matrix.cibw_archs_linux }}
+#          CIBW_ARCHS_WINDOWS: ${{ matrix.cibw_archs_windows }}
+
+          CIBW_BUILD: "cp39-* cp310-* cp311-* cp312-* cp313-* cp314-*"
+          CIBW_SKIP: "pp* *-musllinux*"
+
+          CIBW_MANYLINUX_X86_64_IMAGE: "manylinux2014"
+          CIBW_MANYLINUX_AARCH64_IMAGE: "manylinux2014"
+
+          MACOSX_DEPLOYMENT_TARGET: "12.0"
+
+          CIBW_BEFORE_ALL_LINUX: |
+            set -euxo pipefail
+            if command -v yum >/dev/null 2>&1; then
+              yum install -y wget tar gzip pkgconfig libuuid-devel libblkid-devel
+            else
+              echo "Not a yum-based image?" ; exit 1
+            fi
+            ARCH="$(uname -m)"
+            mkdir -p /opt/java
+            if [ "$ARCH" = "x86_64" ]; then
+              JDK_URL="https://download.oracle.com/java/17/archive/jdk-17.0.12_linux-x64_bin.tar.gz"
+            else
+              # aarch64
+              JDK_URL="https://download.oracle.com/java/17/archive/jdk-17.0.12_linux-aarch64_bin.tar.gz"
+            fi
+            curl -L -o /tmp/jdk17.tar.gz "$JDK_URL"
+            tar -xzf /tmp/jdk17.tar.gz -C /opt/java
+            export JAVA_HOME=$(echo /opt/java/jdk-17.0.12*)
+            export PATH="$JAVA_HOME/bin:$PATH"
+            java -version
+
+            chmod +x mvnw || true
+            ./mvnw -Pwith-cpp clean verify package \
+              -DskipTests -Dspotless.check.skip=true -Dspotless.apply.skip=true
+            test -d cpp/target/build/lib && test -d cpp/target/build/include
+                
+          CIBW_TEST_COMMAND: >
+            python -c "import tsfile, tsfile.tsfile_reader as r; print('import-ok:')"
+          CIBW_BUILD_VERBOSITY: "1"
+        run: cibuildwheel --output-dir wheelhouse python
+      
+      - name: Build wheels via cibuildwheel (macOS)
+        if: matrix.platform == 'macos'
+        env:
+          CIBW_ARCHS_MACOS: ${{ matrix.cibw_archs_macos }}
+          CIBW_BUILD: "cp39-* cp310-* cp311-* cp312-* cp313-* cp314-*"
+#          CIBW_BUILD: "cp313-*"
+          CIBW_SKIP: "pp*"
+          CIBW_ENVIRONMENT_MACOS: "MACOSX_DEPLOYMENT_TARGET=12.0"
+          MACOSX_DEPLOYMENT_TARGET: "12.0"
+          CIBW_TEST_COMMAND: >
+            python -c "import tsfile, tsfile.tsfile_reader as r; print('import-ok:')"
+          CIBW_BUILD_VERBOSITY: "1"
+        run: cibuildwheel --output-dir wheelhouse python
+
+      - name: Upload wheels as artifact
+        uses: actions/upload-artifact@v4
+        with:
+          name: tsfile-wheels-${{ matrix.name }}
+          path: wheelhouse/*.whl
+    
+          
diff --git a/cpp/CMakeLists.txt b/cpp/CMakeLists.txt
index 45e630101..8a2c07aea 100755
--- a/cpp/CMakeLists.txt
+++ b/cpp/CMakeLists.txt
@@ -1,4 +1,4 @@
-#[[
+#[[
 Licensed to the Apache Software Foundation (ASF) under one
 or more contributor license agreements.  See the NOTICE file
 distributed with this work for additional information
diff --git a/cpp/pom.xml b/cpp/pom.xml
index b31b2dc12..01cc840e4 100644
--- a/cpp/pom.xml
+++ b/cpp/pom.xml
@@ -22,7 +22,7 @@
     <parent>
         <groupId>org.apache.tsfile</groupId>
         <artifactId>tsfile-parent</artifactId>
-        <version>2.2.1-SNAPSHOT</version>
+        <version>2.2.0</version>
     </parent>
     <artifactId>tsfile-cpp</artifactId>
     <packaging>pom</packaging>
@@ -163,16 +163,6 @@
         </plugins>
     </build>
     <profiles>
-        <profile>
-            <id>linux-install-uuid-dev</id>
-            <activation>
-                <os>
-                    <family>unix</family>
-                    <name>Linux</name>
-                </os>
-            </activation>
-        </profile>
-        <!-- When running on jenkins, download the sonar build-wrapper, so we can do a code analysis -->
         <profile>
             <id>jenkins-build</id>
             <!-- This is needed by the groovy hack script -->
diff --git a/java/common/pom.xml b/java/common/pom.xml
index 264bdd085..7fd8e2d2c 100644
--- a/java/common/pom.xml
+++ b/java/common/pom.xml
@@ -24,7 +24,7 @@
     <parent>
         <groupId>org.apache.tsfile</groupId>
         <artifactId>tsfile-java</artifactId>
-        <version>2.2.1-SNAPSHOT</version>
+        <version>2.2.0</version>
     </parent>
     <artifactId>common</artifactId>
     <name>TsFile: Java: Common</name>
diff --git a/java/examples/pom.xml b/java/examples/pom.xml
index 264b46f03..90621665d 100644
--- a/java/examples/pom.xml
+++ b/java/examples/pom.xml
@@ -24,7 +24,7 @@
     <parent>
         <groupId>org.apache.tsfile</groupId>
         <artifactId>tsfile-java</artifactId>
-        <version>2.2.1-SNAPSHOT</version>
+        <version>2.2.0</version>
     </parent>
     <artifactId>examples</artifactId>
     <name>TsFile: Java: Examples</name>
@@ -36,7 +36,7 @@
         <dependency>
             <groupId>org.apache.tsfile</groupId>
             <artifactId>tsfile</artifactId>
-            <version>2.2.1-SNAPSHOT</version>
+            <version>2.2.0</version>
         </dependency>
     </dependencies>
     <build>
diff --git a/java/pom.xml b/java/pom.xml
index 7587a67e5..56ae44872 100644
--- a/java/pom.xml
+++ b/java/pom.xml
@@ -24,10 +24,10 @@
     <parent>
         <groupId>org.apache.tsfile</groupId>
         <artifactId>tsfile-parent</artifactId>
-        <version>2.2.1-SNAPSHOT</version>
+        <version>2.2.0</version>
     </parent>
     <artifactId>tsfile-java</artifactId>
-    <version>2.2.1-SNAPSHOT</version>
+    <version>2.2.0</version>
     <packaging>pom</packaging>
     <name>TsFile: Java</name>
     <modules>
diff --git a/java/tools/pom.xml b/java/tools/pom.xml
index 42ba58b0c..cc45b1e56 100644
--- a/java/tools/pom.xml
+++ b/java/tools/pom.xml
@@ -24,7 +24,7 @@
     <parent>
         <groupId>org.apache.tsfile</groupId>
         <artifactId>tsfile-java</artifactId>
-        <version>2.2.1-SNAPSHOT</version>
+        <version>2.2.0</version>
     </parent>
     <artifactId>tools</artifactId>
     <name>TsFile: Java: Tools</name>
@@ -32,7 +32,7 @@
         <dependency>
             <groupId>org.apache.tsfile</groupId>
             <artifactId>common</artifactId>
-            <version>2.2.1-SNAPSHOT</version>
+            <version>2.2.0</version>
         </dependency>
         <dependency>
             <groupId>commons-cli</groupId>
@@ -42,7 +42,7 @@
         <dependency>
             <groupId>org.apache.tsfile</groupId>
             <artifactId>tsfile</artifactId>
-            <version>2.2.1-SNAPSHOT</version>
+            <version>2.2.0</version>
         </dependency>
         <dependency>
             <groupId>ch.qos.logback</groupId>
diff --git a/java/tsfile/pom.xml b/java/tsfile/pom.xml
index a3d919f2a..cea669e1d 100644
--- a/java/tsfile/pom.xml
+++ b/java/tsfile/pom.xml
@@ -24,7 +24,7 @@
     <parent>
         <groupId>org.apache.tsfile</groupId>
         <artifactId>tsfile-java</artifactId>
-        <version>2.2.1-SNAPSHOT</version>
+        <version>2.2.0</version>
     </parent>
     <artifactId>tsfile</artifactId>
     <name>TsFile: Java: TsFile</name>
@@ -38,7 +38,7 @@
         <dependency>
             <groupId>org.apache.tsfile</groupId>
             <artifactId>common</artifactId>
-            <version>2.2.1-SNAPSHOT</version>
+            <version>2.2.0</version>
         </dependency>
         <dependency>
             <groupId>com.github.luben</groupId>
diff --git a/pom.xml b/pom.xml
index cb06548b4..fb18eaca6 100644
--- a/pom.xml
+++ b/pom.xml
@@ -28,7 +28,7 @@
     </parent>
     <groupId>org.apache.tsfile</groupId>
     <artifactId>tsfile-parent</artifactId>
-    <version>2.2.1-SNAPSHOT</version>
+    <version>2.2.0</version>
     <packaging>pom</packaging>
     <name>Apache TsFile Project Parent POM</name>
     <properties>
@@ -135,6 +135,10 @@
                             <exclude>**/tsfile.egg-info/**</exclude>
                             <!-- Exclude third_party-->
                             <exclude>**/third_party/**</exclude>
+                            <exclude>**/.python-version</exclude>
+                            <exclude>**/**venv-py**/**</exclude>
+                            <exclude>**/.python-version</exclude>
+                            <exclude>python/.python-version</exclude>
                         </excludes>
                     </configuration>
                 </plugin>
@@ -445,6 +449,8 @@
                             <indentSize>4</indentSize>
                             <excludes>
                                 <exclude>**/target/**</exclude>
+                                <exclude>python/.python-version</exclude>
+                                <exclude>**/.python-version</exclude>
                             </excludes>
                         </configuration>
                     </execution>
@@ -751,8 +757,8 @@
                 <os.suffix>win</os.suffix>
                 <os.classifier>windows-amd64</os.classifier>
                 <cmake.generator>MinGW Makefiles</cmake.generator>
-                <python.venv.bin>venv/Scripts/</python.venv.bin>
-                <python.exe.bin>python</python.exe.bin>
+                <python.venv.bin/>
+                <python.exe.bin>python.exe</python.exe.bin>
             </properties>
         </profile>
         <!-- profile for windows aarch64 (mainly VM on newer Mac) (Self-Enabling) -->
diff --git a/python/pom.xml b/python/pom.xml
index 7a39fc7aa..59907c256 100644
--- a/python/pom.xml
+++ b/python/pom.xml
@@ -22,7 +22,7 @@
     <parent>
         <groupId>org.apache.tsfile</groupId>
         <artifactId>tsfile-parent</artifactId>
-        <version>2.2.1-SNAPSHOT</version>
+        <version>2.2.0</version>
     </parent>
     <artifactId>tsfile-python</artifactId>
     <packaging>pom</packaging>
@@ -41,21 +41,6 @@
                 <artifactId>exec-maven-plugin</artifactId>
                 <executions>
                     <!-- Create python virtual environment -->
-                    <execution>
-                        <id>python-venv</id>
-                        <phase>initialize</phase>
-                        <goals>
-                            <goal>exec</goal>
-                        </goals>
-                        <configuration>
-                            <executable>${python.exe.bin}</executable>
-                            <arguments>
-                                <argument>-m</argument>
-                                <argument>venv</argument>
-                                <argument>${project.basedir}/venv</argument>
-                            </arguments>
-                        </configuration>
-                    </execution>
                     <execution>
                         <id>python-upgrade-pip</id>
                         <phase>initialize</phase>
@@ -63,7 +48,7 @@
                             <goal>exec</goal>
                         </goals>
                         <configuration>
-                            <executable>${python.venv.bin}${python.exe.bin}</executable>
+                            <executable>${python.exe.bin}</executable>
                             <arguments>
                                 <argument>-m</argument>
                                 <argument>pip</argument>
@@ -80,7 +65,7 @@
                             <goal>exec</goal>
                         </goals>
                         <configuration>
-                            <executable>${python.venv.bin}${python.exe.bin}</executable>
+                            <executable>${python.exe.bin}</executable>
                             <arguments>
                                 <argument>-m</argument>
                                 <argument>pip</argument>
@@ -97,7 +82,7 @@
                             <goal>exec</goal>
                         </goals>
                         <configuration>
-                            <executable>${python.venv.bin}${python.exe.bin}</executable>
+                            <executable>${python.exe.bin}</executable>
                             <arguments>
                                 <argument>setup.py</argument>
                                 <argument>build_ext</argument>
@@ -112,7 +97,7 @@
                             <goal>exec</goal>
                         </goals>
                         <configuration>
-                            <executable>${python.venv.bin}${python.exe.bin}</executable>
+                            <executable>${python.exe.bin}</executable>
                             <arguments>
                                 <argument>-m</argument>
                                 <argument>pip</argument>
@@ -121,19 +106,6 @@
                             </arguments>
                         </configuration>
                     </execution>
-                    <execution>
-                        <id>run-python-tests</id>
-                        <phase>test</phase>
-                        <goals>
-                            <goal>exec</goal>
-                        </goals>
-                        <configuration>
-                            <executable>${python.venv.bin}pytest</executable>
-                            <arguments>
-                                <argument>${project.basedir}/tests</argument>
-                            </arguments>
-                        </configuration>
-                    </execution>
                     <execution>
                         <id>build-whl</id>
                         <phase>package</phase>
@@ -141,7 +113,7 @@
                             <goal>exec</goal>
                         </goals>
                         <configuration>
-                            <executable>${python.venv.bin}${python.exe.bin}</executable>
+                            <executable>${python.exe.bin}</executable>
                             <arguments>
                                 <argument>setup.py</argument>
                                 <argument>bdist_wheel</argument>
diff --git a/python/pyproject.toml b/python/pyproject.toml
new file mode 100644
index 000000000..a7d275dec
--- /dev/null
+++ b/python/pyproject.toml
@@ -0,0 +1,69 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+#
+
+[build-system]
+requires = [
+    "setuptools>=69",
+    "wheel", 
+    "Cython>=3", 
+    "numpy>=1.20"
+    ]
+
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "tsfile"
+version = "2.2.0"
+requires-python = ">=3.9"
+description = "TsFile Python"
+readme = {file = "README.md", content-type = "text/markdown"}
+maintainers = [
+    {name = "Apache TsFile Developers", email = "dev@tsfile.apache.org"}
+]
+dependencies = [
+    "numpy>=1.20",
+    "pandas>=2.0"
+]
+
+[project.urls]
+Homepage = "https://tsfile.apache.org/"
+Documentation = "https://tsfile.apache.org/zh/UserGuide/latest/QuickStart/Navigating_Time_Series_Data.html"
+Repository = "https://github.com/apache/tsfile"
+Issues = "https://github.com/apache/tsfile/issues"
+
+[tool.setuptools]
+package-dir = {"" = "."}
+
+[tool.setuptools.packages.find]
+where = ["."]
+include = ["tsfile*"]
+
+[tool.setuptools.package-data]
+tsfile = [
+    "*.pxd",
+    "*.pxi",
+    "*.so",
+    "*.so.*",
+    "*.dylib",
+    "*.dylib.*",
+    "*.dll",
+    "*.dll.a",
+    "*.lib",
+    "*.lib.a",
+    "include/**/*"
+]
diff --git a/python/requirements.txt b/python/requirements.txt
index 5b1c19aa2..dbfac3bca 100644
--- a/python/requirements.txt
+++ b/python/requirements.txt
@@ -18,8 +18,8 @@
 #
 
 cython==3.0.10
-numpy==1.26.4
-pandas==2.2.2
+numpy
+pandas
 setuptools==78.1.1
 wheel==0.46.2
 
diff --git a/python/setup.py b/python/setup.py
index 9f2a1a37a..51c794ca5 100644
--- a/python/setup.py
+++ b/python/setup.py
@@ -19,151 +19,120 @@
 import os
 import platform
 import shutil
-
+import sys
 import numpy as np
+
+from pathlib import Path
 from Cython.Build import cythonize
 from setuptools import setup, Extension
 from setuptools.command.build_ext import build_ext
 
-version = "2.2.1.dev"
-system = platform.system()
-
-
-def copy_tsfile_lib(source_dir, target_dir, suffix):
-    lib_file_name = f"libtsfile.{suffix}"
-    source = os.path.join(source_dir, lib_file_name)
-    target = os.path.join(target_dir, lib_file_name)
-
-    if os.path.exists(source):
-        shutil.copyfile(source, target)
-
-    if system == "Linux":
-        link_name = os.path.join(target_dir, "libtsfile.so")
-        if os.path.exists(link_name):
-            os.remove(link_name)
-        os.symlink(lib_file_name, link_name)
-    elif system == "Darwin":
-        link_name = os.path.join(target_dir, "libtsfile.dylib")
-        if os.path.exists(link_name):
-            os.remove(link_name)
-        os.symlink(lib_file_name, link_name)
-
-
-project_dir = os.path.dirname(os.path.abspath(__file__))
-tsfile_py_include = os.path.join(project_dir, "tsfile", "include")
-
-if os.path.exists(tsfile_py_include):
-    shutil.rmtree(tsfile_py_include)
-
-shutil.copytree(
-    os.path.join(project_dir, "..", "cpp", "target", "build", "include"),
-    os.path.join(tsfile_py_include, ""),
-)
-
-
-def copy_tsfile_header(source):
-    for file in source:
-        if os.path.exists(file):
-            target = os.path.join(tsfile_py_include, os.path.basename(file))
-            shutil.copyfile(file, target)
+ROOT = Path(__file__).parent.resolve()
+PKG = ROOT / "tsfile"
+CPP_OUT = ROOT / ".." / "cpp" / "target" / "build"
+CPP_LIB = CPP_OUT / "lib"
+CPP_INC = CPP_OUT / "include"
 
+version = "2.2.1"
+system = platform.system()
 
-## Copy C wrapper header.
-# tsfile/cpp/src/cwrapper/tsfile_cwrapper.h
-source_headers = [
-    os.path.join(project_dir, "..", "cpp", "src", "cwrapper", "tsfile_cwrapper.h"),
-]
-
-copy_tsfile_header(source_headers)
-
-## Copy shared library
-tsfile_shared_source_dir = os.path.join(project_dir, "..", "cpp", "target", "build", "lib")
-tsfile_shared_dir = os.path.join(project_dir, "tsfile")
-
-if system == "Darwin":
-    copy_tsfile_lib(tsfile_shared_source_dir, tsfile_shared_dir, version + ".dylib")
-elif system == "Linux":
-    copy_tsfile_lib(tsfile_shared_source_dir, tsfile_shared_dir, "so." + version)
+(PKG / "include").mkdir(exist_ok=True)
+if (PKG / "include").exists() and CPP_INC.exists():
+    shutil.rmtree(PKG / "include")
+    shutil.copytree(CPP_INC, PKG / "include")
+if sys.platform.startswith("linux"):
+    candidates = sorted(CPP_LIB.glob("libtsfile.so*"), key=lambda p: len(p.name), reverse=True)
+    if not candidates:
+        raise FileNotFoundError("missing libtsfile.so* in build output")
+    src = candidates[0]
+    dst = PKG / src.name
+    shutil.copy2(src, dst)
+    link_name = PKG / "libtsfile.so"
+    shutil.copy2(src, link_name)
+
+elif sys.platform == "darwin":
+    candidates = sorted(CPP_LIB.glob("libtsfile.*.dylib")) or list(CPP_LIB.glob("libtsfile.dylib"))
+    if not candidates:
+        raise FileNotFoundError("missing libtsfile*.dylib in build output")
+    src = candidates[0]
+    dst = PKG / src.name
+    shutil.copy2(src, dst)
+    link_name = PKG / "libtsfile.dylib"
+    shutil.copy2(src, link_name)
+elif sys.platform == "win32":
+    for base_name in ("libtsfile",):
+        dll_candidates = sorted(CPP_LIB.glob(f"{base_name}*.dll"), key=lambda p: len(p.name), reverse=True)
+        dll_a_candidates = sorted(CPP_LIB.glob(f"{base_name}*.dll.a"), key=lambda p: len(p.name), reverse=True)
+
+        if not dll_candidates:
+            raise FileNotFoundError(f"missing {base_name}*.dll in build output")
+        if not dll_a_candidates:
+            raise FileNotFoundError(f"missing {base_name}*.dll.a in build output")
+
+        dll_src = dll_candidates[0]
+        dll_a_src = dll_a_candidates[0]
+
+        shutil.copy2(dll_src, PKG / f"{base_name}.dll")
+        shutil.copy2(dll_a_src, PKG / f"{base_name}.dll.a")
 else:
-    copy_tsfile_lib(tsfile_shared_source_dir, tsfile_shared_dir, "dll")
-
-tsfile_include_dir = os.path.join(project_dir, "tsfile", "include")
-
-ext_modules_tsfile = [
-    # utils: from python to c or c to python.
-    Extension(
-        "tsfile.tsfile_py_cpp",
-        sources=[os.path.join("tsfile", "tsfile_py_cpp.pyx")],
-        libraries=["tsfile"],
-        library_dirs=[tsfile_shared_dir],
-        include_dirs=[tsfile_include_dir, np.get_include()],
-        runtime_library_dirs=[tsfile_shared_dir] if system != "Windows" else None,
-        extra_compile_args=(
-            ["-std=c++11"] if system != "Windows" else ["-std=c++11", "-DMS_WIN64"]
-        ),
-        language="c++",
-    ),
-    # query data and describe schema: tsfile reader module
-    Extension(
-        "tsfile.tsfile_reader",
-        sources=[os.path.join("tsfile", "tsfile_reader.pyx")],
-        libraries=["tsfile"],
-        library_dirs=[tsfile_shared_dir],
-        depends=[os.path.join("tsfile", "tsfile_py_cpp.pxd")],
-        include_dirs=[tsfile_include_dir, np.get_include()],
-        runtime_library_dirs=[tsfile_shared_dir] if system != "Windows" else None,
-        extra_compile_args=(
-            ["-std=c++11"] if system != "Windows" else ["-std=c++11", "-DMS_WIN64"]
-        ),
-        language="c++",
-    ),
-    # write data and register schema: tsfile writer module
-    Extension(
-        "tsfile.tsfile_writer",
-        sources=[os.path.join("tsfile", "tsfile_writer.pyx")],
-        libraries=["tsfile"],
-        library_dirs=[tsfile_shared_dir],
-        depends=[os.path.join("tsfile", "tsfile_py_cpp.pxd")],
-        include_dirs=[tsfile_include_dir, np.get_include()],
-        runtime_library_dirs=[tsfile_shared_dir] if system != "Windows" else None,
-        extra_compile_args=(
-            ["-std=c++11"] if system != "Windows" else ["-std=c++11", "-DMS_WIN64"]
-        ),
-        language="c++",
-    )
-]
+    raise RuntimeError(f"Unsupported platform: {sys.platform}")
 
 
 class BuildExt(build_ext):
-    def build_extensions(self):
-        numpy_include = np.get_include()
-        for ext in self.extensions:
-            ext.include_dirs.append(numpy_include)
-        super().build_extensions()
+    def run(self):
+        super().run()
 
     def finalize_options(self):
-        if system == "Windows":
+        if sys.platform == "win32":
             self.compiler = "mingw32"
         super().finalize_options()
 
 
+extra_compile_args = []
+extra_link_args = []
+runtime_library_dirs = []
+libraries = []
+library_dirs = [str(PKG)]
+include_dirs = [str(PKG), np.get_include(), str(PKG / "include")]
+
+if sys.platform.startswith("linux"):
+    libraries = ["tsfile"]
+    extra_compile_args += ["-O3", "-std=c++11", "-fvisibility=hidden", "-fPIC"]
+    runtime_library_dirs = ["$ORIGIN"]
+    extra_link_args += ["-Wl,-rpath,$ORIGIN"]
+elif sys.platform == "darwin":
+    libraries = ["tsfile"]
+    extra_compile_args += ["-O3", "-std=c++11", "-fvisibility=hidden", "-fPIC"]
+    extra_link_args += ["-Wl,-rpath,@loader_path", "-stdlib=libc++"]
+elif sys.platform == "win32":
+    libraries = ["Tsfile"]
+    extra_compile_args += ["-O2", "-std=c++11", "-DSIZEOF_VOID_P=8", "-D__USE_MINGW_ANSI_STDIO=1", "-DMS_WIN64",
+                           "-D_WIN64"]
+else:
+    raise RuntimeError(f"Unsupported platform: {sys.platform}")
+
+common = dict(
+    language="c++",
+    include_dirs=include_dirs,
+    library_dirs=library_dirs,
+    libraries=libraries,
+    extra_compile_args=extra_compile_args,
+    extra_link_args=extra_link_args,
+    runtime_library_dirs=runtime_library_dirs,
+)
+
+exts = [
+    Extension("tsfile.tsfile_py_cpp", ["tsfile/tsfile_py_cpp.pyx"], **common),
+    Extension("tsfile.tsfile_reader", ["tsfile/tsfile_reader.pyx"], **common),
+    Extension("tsfile.tsfile_writer", ["tsfile/tsfile_writer.pyx"], **common),
+]
+
 setup(
     name="tsfile",
-    version=version,
-    description="Tsfile reader and writer for python",
-    url="https://tsfile.apache.org",
-    author='"Apache TsFile"',
+    version="2.1.0",
     packages=["tsfile"],
-    license="Apache 2.0",
-    ext_modules=cythonize(ext_modules_tsfile),
-    cmdclass={"build_ext": BuildExt},
-    include_dirs=[np.get_include()],
-    package_dir={"tsfile": "./tsfile"},
-    package_data={
-        "tsfile": [
-            "libtsfile.*",
-            "*.pxd"
-        ]
-    },
+    package_dir={"": "."},
     include_package_data=True,
+    ext_modules=cythonize(exts, compiler_directives={"language_level": 3}),
+    cmdclass={"build_ext": BuildExt},
 )
diff --git a/python/tsfile/__init__.py b/python/tsfile/__init__.py
index a9237257b..aaa61a2cd 100644
--- a/python/tsfile/__init__.py
+++ b/python/tsfile/__init__.py
@@ -19,9 +19,15 @@
 import ctypes
 import os
 import platform
-system = platform.system()
-if system == "Windows":
-    ctypes.WinDLL(os.path.join(os.path.dirname(__file__), "libtsfile.dll"), winmode=0)
+import sys
+
+if sys.platform == "win32":
+    _pkg_dir = os.path.dirname(os.path.abspath(__file__))
+    try:
+        os.add_dll_directory(_pkg_dir)
+    except (OSError, AttributeError):
+        pass
+    os.environ["PATH"] = _pkg_dir + os.pathsep + os.environ.get("PATH", "")
 
 from .constants import *
 from .schema import *
diff --git a/python/tsfile/tsfile_cpp.pxd b/python/tsfile/tsfile_cpp.pxd
index 9c65fb26f..f90b23089 100644
--- a/python/tsfile/tsfile_cpp.pxd
+++ b/python/tsfile/tsfile_cpp.pxd
@@ -22,7 +22,7 @@ from libc.stdint cimport uint32_t, int32_t, int64_t, uint64_t, uint8_t
 ctypedef int32_t ErrorCode
 
 # import symbols from tsfile_cwrapper.h
-cdef extern from "./tsfile_cwrapper.h":
+cdef extern from "cwrapper/tsfile_cwrapper.h":
     # common
     ctypedef int64_t timestamp
 
@@ -215,7 +215,7 @@ cdef extern from "./tsfile_cwrapper.h":
 
 
 
-cdef extern from "./common/config/config.h" namespace "common":
+cdef extern from "common/config/config.h" namespace "common":
     cdef cppclass ConfigValue:
         uint32_t tsblock_mem_inc_step_size_
         uint32_t tsblock_max_memory_
@@ -237,7 +237,7 @@ cdef extern from "./common/config/config.h" namespace "common":
         uint8_t string_encoding_type_;
         uint8_t default_compression_type_;
 
-cdef extern from "./common/global.h" namespace "common":
+cdef extern from "common/global.h" namespace "common":
     ConfigValue g_config_value_
     int set_datatype_encoding(uint8_t data_type, uint8_t encoding)
     int set_global_compression(uint8_t compression)

From 5583db7aa290df7cb08448803587a285b0d5f066 Mon Sep 17 00:00:00 2001
From: ColinLee <shuolin_l@163.com>
Date: Wed, 11 Mar 2026 23:00:38 +0800
Subject: [PATCH 3/5] support release on ci.

---
 .github/workflows/wheels.yml | 146 +++++++++++++++++++++++++++++------
 1 file changed, 121 insertions(+), 25 deletions(-)

diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
index 70a364385..ca66ff41b 100644
--- a/.github/workflows/wheels.yml
+++ b/.github/workflows/wheels.yml
@@ -1,14 +1,6 @@
 name: Build TsFile wheels(multi-platform)
 
 on:
-  push:
-    branches:
-      - "release_v*.*.*"
-  pull_request:
-    paths:
-      - "cpp/**"
-      - "python/**"
-      - ".github/**"
   workflow_dispatch:
 
 jobs:
@@ -38,11 +30,7 @@ jobs:
             os: macos-latest 
             platform: macos
             cibw_archs_macos: "arm64"
-#          currently, compile on windows is not supported for cibuildwheel
-#          - name: windows-amd64
-#            os: windows-2022
-#            platform: windows
-#            cibw_archs_windows: "AMD64"
+#          Windows is handled by the build-windows job below
     
     steps:
       - name: Checkout
@@ -74,16 +62,6 @@ jobs:
           python -m pip install -U pip wheel
           python -m pip install cibuildwheel==2.21.3
 
-#      - name: Build C++ core via Maven(win)
-#        if: matrix.platform == 'windows'
-#        shell: bash
-#        run: |
-#          set -euxo pipefail
-#          chmod +x mvnw || true
-#          ./mvnw -Pwith-cpp clean verify package \
-#            -DskipTests -Dspotless.check.skip=true -Dspotless.apply.skip=true
-#          test -d cpp/target/build/lib
-#          test -d cpp/target/build/include
       
       - name: Build C++ core via Maven (macOS)
         if: matrix.platform == 'macos'
@@ -165,5 +143,123 @@ jobs:
         with:
           name: tsfile-wheels-${{ matrix.name }}
           path: wheelhouse/*.whl
-    
-          
+
+  # ── Windows: build C++ once, then build wheels for each Python version ──
+  build-windows-cpp:
+    name: Build C++ core (Windows)
+    runs-on: windows-2022
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+        with:
+          submodules: false
+          fetch-depth: 0
+
+      - name: Set up Java 17
+        uses: actions/setup-java@v4
+        with:
+          distribution: temurin
+          java-version: "17"
+
+      - name: Set up MSYS2 / MinGW
+        uses: msys2/setup-msys2@v2
+        with:
+          msystem: MINGW64
+          update: true
+          install: >-
+            mingw-w64-x86_64-gcc
+            mingw-w64-x86_64-cmake
+            mingw-w64-x86_64-make
+            make
+
+      - name: Build C++ core via Maven
+        shell: msys2 {0}
+        run: |
+          set -euxo pipefail
+          export PATH="/c/Program Files/Eclipse Adoptium/jdk-17*/bin:$PATH"
+          java -version
+          chmod +x mvnw || true
+          ./mvnw -Pwith-cpp clean verify package \
+            -DskipTests -Dspotless.check.skip=true -Dspotless.apply.skip=true
+          test -d cpp/target/build/lib
+          test -d cpp/target/build/include
+
+      - name: Upload C++ build output
+        uses: actions/upload-artifact@v4
+        with:
+          name: tsfile-cpp-windows
+          path: |
+            cpp/target/build/lib/
+            cpp/target/build/include/
+
+  build-windows-wheels:
+    name: Build wheel (Windows, Python ${{ matrix.python-version }})
+    needs: build-windows-cpp
+    runs-on: windows-2022
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ["3.9", "3.10", "3.11", "3.12", "3.13"]
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+        with:
+          submodules: false
+          fetch-depth: 0
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v4
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Set up Java 17
+        uses: actions/setup-java@v4
+        with:
+          distribution: temurin
+          java-version: "17"
+
+      - name: Set up MSYS2 / MinGW
+        uses: msys2/setup-msys2@v2
+        with:
+          msystem: MINGW64
+          update: false
+          install: >-
+            mingw-w64-x86_64-gcc
+            mingw-w64-x86_64-make
+            make
+
+      - name: Download C++ build output
+        uses: actions/download-artifact@v4
+        with:
+          name: tsfile-cpp-windows
+          path: cpp/target/build/
+
+      - name: Build wheel
+        shell: msys2 {0}
+        run: |
+          set -euxo pipefail
+          PYEXE=$(cygpath "$(which python)")
+          export PATH="/c/Program Files/Eclipse Adoptium/jdk-17*/bin:$PATH"
+
+          # Install Python build dependencies
+          python -m pip install --upgrade pip
+          python -m pip install -r python/requirements.txt
+
+          # Build wheel via Maven (skip C++ rebuild, only python package)
+          chmod +x mvnw || true
+          cd python
+          python setup.py bdist_wheel
+          ls -la dist/
+
+      - name: Verify wheel
+        shell: bash
+        run: |
+          python -m pip install python/dist/*.whl
+          python -c "import tsfile, tsfile.tsfile_reader as r; print('import-ok')"
+
+      - name: Upload wheel
+        uses: actions/upload-artifact@v4
+        with:
+          name: tsfile-wheels-windows-py${{ matrix.python-version }}
+          path: python/dist/*.whl
+

From 5e2aebac81f4c424eed450b12e58dc5088211484 Mon Sep 17 00:00:00 2001
From: ColinLee <shuolin_l@163.com>
Date: Wed, 11 Mar 2026 23:41:52 +0800
Subject: [PATCH 4/5] fix compile on win.

---
 .github/workflows/wheels.yml |  7 ++++---
 python/VersionUpdater.groovy | 20 ++++++++++++++++++--
 python/setup.py              |  4 ++--
 3 files changed, 24 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
index ca66ff41b..44b45c18e 100644
--- a/.github/workflows/wheels.yml
+++ b/.github/workflows/wheels.yml
@@ -176,7 +176,8 @@ jobs:
         shell: msys2 {0}
         run: |
           set -euxo pipefail
-          export PATH="/c/Program Files/Eclipse Adoptium/jdk-17*/bin:$PATH"
+          export JAVA_HOME="$(cygpath "$JAVA_HOME")"
+          export PATH="$JAVA_HOME/bin:$PATH"
           java -version
           chmod +x mvnw || true
           ./mvnw -Pwith-cpp clean verify package \
@@ -238,8 +239,8 @@ jobs:
         shell: msys2 {0}
         run: |
           set -euxo pipefail
-          PYEXE=$(cygpath "$(which python)")
-          export PATH="/c/Program Files/Eclipse Adoptium/jdk-17*/bin:$PATH"
+          export JAVA_HOME="$(cygpath "$JAVA_HOME")"
+          export PATH="$JAVA_HOME/bin:$PATH"
 
           # Install Python build dependencies
           python -m pip install --upgrade pip
diff --git a/python/VersionUpdater.groovy b/python/VersionUpdater.groovy
index ee3eab2b8..a586fe936 100644
--- a/python/VersionUpdater.groovy
+++ b/python/VersionUpdater.groovy
@@ -21,13 +21,15 @@
 // Synchronize the version in setup.py and the one used in the maven pom.
 ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
 
-def pyProjectFile = new File(project.basedir, "setup.py")
 def currentMavenVersion = project.version as String
 def currentPyVersion = currentMavenVersion
 if(currentMavenVersion.contains("-SNAPSHOT")) {
     currentPyVersion = currentMavenVersion.split("-SNAPSHOT")[0] + ".dev"
 }
 println "Current Project Version in Maven:  " + currentMavenVersion
+
+// Sync setup.py
+def pyProjectFile = new File(project.basedir, "setup.py")
 def match = pyProjectFile.text =~ /version\s*=\s*"(.*?)"/
 def pyProjectFileVersion = match[0][1]
 println "Current Project Version in setup.py: " + pyProjectFileVersion
@@ -35,7 +37,21 @@ println "Current Project Version in setup.py: " + pyProjectFileVersion
 if (pyProjectFileVersion != currentPyVersion) {
     pyProjectFile.text = pyProjectFile.text.replace("version = \"" + pyProjectFileVersion + "\"", "version = \"" + currentPyVersion + "\"")
     println "Version in setup.py updated from " + pyProjectFileVersion + " to " + currentPyVersion
-    // TODO: When releasing, we might need to manually add this file to the release preparation commit.
 } else {
     println "Version in setup.py is up to date"
 }
+
+// Sync pyproject.toml
+def pyprojectTomlFile = new File(project.basedir, "pyproject.toml")
+if (pyprojectTomlFile.exists()) {
+    def tomlMatch = pyprojectTomlFile.text =~ /version\s*=\s*"(.*?)"/
+    def tomlVersion = tomlMatch[0][1]
+    println "Current Project Version in pyproject.toml: " + tomlVersion
+
+    if (tomlVersion != currentPyVersion) {
+        pyprojectTomlFile.text = pyprojectTomlFile.text.replaceFirst("version = \"" + tomlVersion + "\"", "version = \"" + currentPyVersion + "\"")
+        println "Version in pyproject.toml updated from " + tomlVersion + " to " + currentPyVersion
+    } else {
+        println "Version in pyproject.toml is up to date"
+    }
+}
diff --git a/python/setup.py b/python/setup.py
index 51c794ca5..757e657d0 100644
--- a/python/setup.py
+++ b/python/setup.py
@@ -33,7 +33,7 @@
 CPP_LIB = CPP_OUT / "lib"
 CPP_INC = CPP_OUT / "include"
 
-version = "2.2.1"
+version = "2.2.0"
 system = platform.system()
 
 (PKG / "include").mkdir(exist_ok=True)
@@ -129,7 +129,7 @@ def finalize_options(self):
 
 setup(
     name="tsfile",
-    version="2.1.0",
+    version=version,
     packages=["tsfile"],
     package_dir={"": "."},
     include_package_data=True,

From bb4b5c5c6aa130d56fdb081f0938e619c2a327ee Mon Sep 17 00:00:00 2001
From: ColinLee <shuolin_l@163.com>
Date: Thu, 12 Mar 2026 09:03:13 +0800
Subject: [PATCH 5/5] fix ci.

---
 .github/workflows/wheels.yml | 14 ++++++--------
 1 file changed, 6 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml
index 44b45c18e..2b78eddd6 100644
--- a/.github/workflows/wheels.yml
+++ b/.github/workflows/wheels.yml
@@ -59,7 +59,7 @@ jobs:
 
       - name: Install build tools
         run: |
-          python -m pip install -U pip wheel
+          python -m pip install -U pip wheel virtualenv
           python -m pip install cibuildwheel==2.21.3
 
       
@@ -240,16 +240,14 @@ jobs:
         run: |
           set -euxo pipefail
           export JAVA_HOME="$(cygpath "$JAVA_HOME")"
-          export PATH="$JAVA_HOME/bin:$PATH"
-
-          # Install Python build dependencies
-          python -m pip install --upgrade pip
-          python -m pip install -r python/requirements.txt
+          export PYTHON_HOME="$(cygpath "$pythonLocation")"
+          export PATH="$PYTHON_HOME:$PYTHON_HOME/Scripts:$JAVA_HOME/bin:$PATH"
 
-          # Build wheel via Maven (skip C++ rebuild, only python package)
+          # Build wheel via Maven (no clean — keep C++ artifacts from previous job)
           chmod +x mvnw || true
           cd python
-          python setup.py bdist_wheel
+          ../mvnw package -DskipTests \
+            -Dspotless.check.skip=true -Dspotless.apply.skip=true
           ls -la dist/
 
       - name: Verify wheel