(iotdb) branch master updated: [AINode] Update test env and dependency version (#16189)

[yongzao]

This is an automated email from the ASF dual-hosted git repository.

yongzao pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/iotdb.git


The following commit(s) were added to refs/heads/master by this push:
     new 821b647ef15 [AINode] Update test env and dependency version (#16189)
821b647ef15 is described below

commit 821b647ef15133e745306c3a2bcdb79c725663b8
Author: Yongzao <yong...@apache.org>
AuthorDate: Sat Aug 16 11:16:59 2025 +0800

    [AINode] Update test env and dependency version (#16189)
---
 .github/workflows/cluster-it-1c1d1a.yml            |   6 +-
 .../org/apache/iotdb/it/env/cluster/env/AIEnv.java |   2 +-
 iotdb-core/ainode/poetry.lock                      | 644 ++++++++++-----------
 iotdb-core/ainode/pyproject.toml                   |  10 +-
 4 files changed, 304 insertions(+), 358 deletions(-)

diff --git a/.github/workflows/cluster-it-1c1d1a.yml 
b/.github/workflows/cluster-it-1c1d1a.yml
index 7801c13a26a..770c2193d83 100644
--- a/.github/workflows/cluster-it-1c1d1a.yml
+++ b/.github/workflows/cluster-it-1c1d1a.yml
@@ -34,10 +34,10 @@ jobs:
   AINode:
     strategy:
       fail-fast: false
-      max-parallel: 15
+      max-parallel: 1
       matrix:
         os: [ ubuntu-latest ]
-    runs-on: ${{ matrix.os }}
+    runs-on: [self-hosted, gpu]
 
     steps:
       - uses: actions/checkout@v4
@@ -50,7 +50,7 @@ jobs:
           mvn clean verify \
           -P with-integration-tests \
           -DskipUTs \
-          -DintegrationTest.forkCount=2 \
+          -DintegrationTest.forkCount=1 \
           -pl integration-test \
           -am \
           -PAIClusterIT
diff --git 
a/integration-test/src/main/java/org/apache/iotdb/it/env/cluster/env/AIEnv.java 
b/integration-test/src/main/java/org/apache/iotdb/it/env/cluster/env/AIEnv.java
index 916a2ee8cf6..af43b945366 100644
--- 
a/integration-test/src/main/java/org/apache/iotdb/it/env/cluster/env/AIEnv.java
+++ 
b/integration-test/src/main/java/org/apache/iotdb/it/env/cluster/env/AIEnv.java
@@ -27,7 +27,7 @@ public class AIEnv extends AbstractEnv {
 
   @Override
   public void initClusterEnvironment(int configNodesNum, int dataNodesNum) {
-    super.initEnvironment(configNodesNum, dataNodesNum, 1000, true);
+    super.initEnvironment(configNodesNum, dataNodesNum, 300, true);
   }
 
   @Override
diff --git a/iotdb-core/ainode/poetry.lock b/iotdb-core/ainode/poetry.lock
index 309c843fa2f..bef4436c03b 100644
--- a/iotdb-core/ainode/poetry.lock
+++ b/iotdb-core/ainode/poetry.lock
@@ -206,7 +206,7 @@ description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "(python_version != \"3.10\" or platform_system != \"Windows\" or 
platform_python_implementation == \"PyPy\") and python_version < \"3.11\""
+markers = "python_version < \"3.11\""
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = 
"sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = 
"sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -222,7 +222,7 @@ description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
-markers = "python_version == \"3.10\" and platform_system == \"Windows\" and 
platform_python_implementation != \"PyPy\" or python_version >= \"3.11\""
+markers = "python_version >= \"3.11\""
 files = [
     {file = "click-8.2.1-py3-none-any.whl", hash = 
"sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
     {file = "click-8.2.1.tar.gz", hash = 
"sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
@@ -238,7 +238,7 @@ description = "Cross-platform colored terminal text."
 optional = false
 python-versions = 
"!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 groups = ["main"]
-markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
+markers = "sys_platform == \"win32\" or platform_system == \"Windows\""
 files = [
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"sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = 
"sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
@@ -262,82 +262,6 @@ colorama = {version = "*", markers = "sys_platform == 
\"win32\""}
 [package.extras]
 development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
 
-[[package]]
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-version = "3.0.11"
-description = "The Cython compiler for writing C extensions in the Python 
language."
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-groups = ["main"]
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 [[package]]
 name = "dynaconf"
 version = "3.2.6"
@@ -436,7 +360,7 @@ description = "Lightweight in-process concurrent 
programming"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" 
or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or 
platform_machine == \"AMD64\" or platform_machine == \"win32\" or 
platform_machine == \"WIN32\""
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platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or 
platform_machine == \"amd64\" or platform_machine == \"AMD64\" or 
platform_machine == \"win32\" or platform_machine == \"WIN32\")"
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+version = "1.0.1"
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-
 [[package]]
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@@ -1643,71 +1514,131 @@ torch = ["safetensors[numpy]", "torch (>=1.10)"]
 
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 hash = 
"sha256:da1ec842035ed9999c62e45fbe0ff14b7e8a7e02bb97688cc6313cf65e5cd755"},
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hash = 
"sha256:6ee4954c1dd23aadc27958dad759006e71659d497dcb0ef0c7c87ea992c16ebd"},
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hash = 
"sha256:3eda46ca402751ec82553a321bf35a617b76bbed7586e768c02ccacbdda94d6d"},
+    {file = "tokenizers-0.20.3-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash 
= "sha256:de082392a85eb0055cc055c535bff2f0cc15d7a000bdc36fbf601a0f3cf8507a"},
+    {file = "tokenizers-0.20.3-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = 
"sha256:c3db46cc0647bfd88263afdb739b92017a02a87ee30945cb3e86c7e25c7c9917"},
+    {file = 
"tokenizers-0.20.3-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl",
 hash = 
"sha256:a292392f24ab9abac5cfa8197e5a6208f2e43723420217e1ceba0b4ec77816ac"},
+    {file = 
"tokenizers-0.20.3-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl",
 hash = 
"sha256:8dcd91f4e60f62b20d83a87a84fe062035a1e3ff49a8c2bbdeb2d441c8e311f4"},
+    {file = 
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 hash = 
"sha256:900991a2b8ee35961b1095db7e265342e0e42a84c1a594823d5ee9f8fb791958"},
+    {file = "tokenizers-0.20.3-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", 
hash = 
"sha256:5a8d8261ca2133d4f98aa9627c748189502b3787537ba3d7e2beb4f7cfc5d627"},
+    {file = "tokenizers-0.20.3-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", 
hash = 
"sha256:c4fd4d71e6deb6ddf99d8d0eab87d1d16f635898906e631914a9bae8ae9f2cfb"},
+    {file = "tokenizers-0.20.3.tar.gz", hash = 
"sha256:2278b34c5d0dd78e087e1ca7f9b1dcbf129d80211afa645f214bd6e051037539"},
 ]
 
 [package.dependencies]
@@ -2380,42 +2323,41 @@ telegram = ["requests"]
 
 [[package]]
 name = "transformers"
-version = "4.40.1"
+version = "4.46.3"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and 
TensorFlow"
 optional = false
 python-versions = ">=3.8.0"
 groups = ["main"]
 files = [
-    {file = "transformers-4.40.1-py3-none-any.whl", hash = 
"sha256:9d5ee0c8142a60501faf9e49a0b42f8e9cb8611823bce4f195a9325a6816337e"},
-    {file = "transformers-4.40.1.tar.gz", hash = 
"sha256:55e1697e6f18b58273e7117bb469cdffc11be28995462d8d5e422fef38d2de36"},
+    {file = "transformers-4.46.3-py3-none-any.whl", hash = 
"sha256:a12ef6f52841fd190a3e5602145b542d03507222f2c64ebb7ee92e8788093aef"},
+    {file = "transformers-4.46.3.tar.gz", hash = 
"sha256:8ee4b3ae943fe33e82afff8e837f4b052058b07ca9be3cb5b729ed31295f72cc"},
 ]
 
 [package.dependencies]
 filelock = "*"
-huggingface-hub = ">=0.19.3,<1.0"
+huggingface-hub = ">=0.23.2,<1.0"
 numpy = ">=1.17"
 packaging = ">=20.0"
 pyyaml = ">=5.1"
 regex = "!=2019.12.17"
 requests = "*"
 safetensors = ">=0.4.1"
-tokenizers = ">=0.19,<0.20"
+tokenizers = ">=0.20,<0.21"
 tqdm = ">=4.27"
 
 [package.extras]
-accelerate = ["accelerate (>=0.21.0)"]
-agents = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "datasets 
(!=2.5.0)", "diffusers", "opencv-python", "sentencepiece (>=0.1.91,!=0.1.92)", 
"torch"]
-all = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "av (==9.2.0)", 
"codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "jax 
(>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp 
(>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", 
"optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune] 
(>=2.7.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow 
(>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx",  [...]
+accelerate = ["accelerate (>=0.26.0)"]
+agents = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "datasets 
(!=2.5.0)", "diffusers", "opencv-python", "sentencepiece (>=0.1.91,!=0.1.92)", 
"torch"]
+all = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "av (==9.2.0)", 
"codecarbon (==1.2.0)", "flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", 
"jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "librosa", 
"onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", 
"protobuf", "pyctcdecode (>=0.4.0)", "ray[tune] (>=2.7.0)", "scipy (<1.13.0)", 
"sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>2.9,<2.16)", 
"tensorflow-text (<2.16)", "tf2o [...]
 audio = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
+benchmark = ["optimum-benchmark (>=0.3.0)"]
 codecarbon = ["codecarbon (==1.2.0)"]
-deepspeed = ["accelerate (>=0.21.0)", "deepspeed (>=0.9.3)"]
-deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=0.21.0)", 
"beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "deepspeed 
(>=0.9.3)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder 
(>=0.3.0)", "nltk", "optuna", "parameterized", "protobuf", "psutil", 
"pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", 
"rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", 
"sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sen [...]
-dev = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate 
(>=0.21.0)", "av (==9.2.0)", "beautifulsoup4", "codecarbon (==1.2.0)", 
"cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "decord (==0.6.0)", "dill 
(<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", 
"fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic 
(>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.4.1,<=0.4.13)", "jaxlib 
(>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa" [...]
-dev-tensorflow = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", 
"beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill 
(<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder", "hf-doc-builder 
(>=0.3.0)", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", 
"nltk", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools 
(>=1.4.2)", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode 
(>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8 [...]
-dev-torch = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate 
(>=0.21.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter 
(==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", 
"faiss-cpu", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", 
"ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "librosa", "nltk", 
"onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", 
"parameterized", "phonemizer", "protobuf", "psutil", "pyct [...]
-docs = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "av (==9.2.0)", 
"codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", 
"hf-doc-builder", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", 
"kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax 
(>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode 
(>=0.4.0)", "ray[tune] (>=2.7.0)", "sentencepiece (>=0.1.91,!=0.1.92)", 
"sigopt", "tensorflow (>=2.6,<2.16)", "tensorflow-text (< [...]
-docs-specific = ["hf-doc-builder"]
-flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib 
(>=0.4.1,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)"]
+deepspeed = ["accelerate (>=0.26.0)", "deepspeed (>=0.9.3)"]
+deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=0.26.0)", 
"beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "deepspeed 
(>=0.9.3)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk 
(<=3.8.1)", "optuna", "parameterized", "protobuf", "psutil", "pydantic", 
"pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", 
"rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", 
"sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "senten [...]
+dev = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate 
(>=0.26.0)", "av (==9.2.0)", "beautifulsoup4", "codecarbon (==1.2.0)", 
"cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate 
(>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", "fugashi (>=1.0)", "ipadic 
(>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.4.1,<=0.4.13)", "jaxlib 
(>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "libcst", 
"librosa", "nltk (<=3.8.1)", "onnxconverter-common", "opt [...]
+dev-tensorflow = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", 
"beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill 
(<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "isort (>=5.5.4)", "kenlm", 
"keras-nlp (>=0.3.1,<0.14.0)", "libcst", "librosa", "nltk (<=3.8.1)", 
"onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", 
"parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", 
"pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-ri [...]
+dev-torch = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate 
(>=0.26.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter 
(==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", 
"faiss-cpu", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", 
"kenlm", "libcst", "librosa", "nltk (<=3.8.1)", "onnxruntime (>=1.4.0)", 
"onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", 
"protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydan [...]
+flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib 
(>=0.4.1,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)", "scipy (<1.13.0)"]
 flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 ftfy = ["ftfy"]
 integrations = ["optuna", "ray[tune] (>=2.7.0)", "sigopt"]
@@ -2425,26 +2367,28 @@ natten = ["natten (>=0.14.6,<0.15.0)"]
 onnx = ["onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools 
(>=1.4.2)", "tf2onnx"]
 onnxruntime = ["onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"]
 optuna = ["optuna"]
-quality = ["GitPython (<3.1.19)", "datasets (!=2.5.0)", "hf-doc-builder 
(>=0.3.0)", "isort (>=5.5.4)", "ruff (==0.1.5)", "urllib3 (<2.0.0)"]
+quality = ["GitPython (<3.1.19)", "datasets (!=2.5.0)", "isort (>=5.5.4)", 
"libcst", "rich", "ruff (==0.5.1)", "urllib3 (<2.0.0)"]
 ray = ["ray[tune] (>=2.7.0)"]
 retrieval = ["datasets (!=2.5.0)", "faiss-cpu"]
+ruff = ["ruff (==0.5.1)"]
 sagemaker = ["sagemaker (>=2.31.0)"]
 sentencepiece = ["protobuf", "sentencepiece (>=0.1.91,!=0.1.92)"]
 serving = ["fastapi", "pydantic", "starlette", "uvicorn"]
 sigopt = ["sigopt"]
 sklearn = ["scikit-learn"]
 speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", 
"torchaudio"]
-testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", 
"datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", 
"hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf", "psutil", 
"pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", 
"rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", 
"sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece 
(>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"]
-tf = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow 
(>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx"]
-tf-cpu = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu 
(>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx"]
+testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", 
"datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk 
(<=3.8.1)", "parameterized", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", 
"pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score 
(!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu 
(>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", 
"tensorboard", "timeout-decorator"]
+tf = ["keras-nlp (>=0.3.1,<0.14.0)", "onnxconverter-common", "tensorflow 
(>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx"]
+tf-cpu = ["keras (>2.9,<2.16)", "keras-nlp (>=0.3.1,<0.14.0)", 
"onnxconverter-common", "tensorflow-cpu (>2.9,<2.16)", "tensorflow-probability 
(<0.24)", "tensorflow-text (<2.16)", "tf2onnx"]
 tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
-timm = ["timm"]
-tokenizers = ["tokenizers (>=0.19,<0.20)"]
-torch = ["accelerate (>=0.21.0)", "torch"]
+tiktoken = ["blobfile", "tiktoken"]
+timm = ["timm (<=0.9.16)"]
+tokenizers = ["tokenizers (>=0.20,<0.21)"]
+torch = ["accelerate (>=0.26.0)", "torch"]
 torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", 
"torchaudio"]
 torch-vision = ["Pillow (>=10.0.1,<=15.0)", "torchvision"]
-torchhub = ["filelock", "huggingface-hub (>=0.19.3,<1.0)", 
"importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", 
"regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", 
"tokenizers (>=0.19,<0.20)", "torch", "tqdm (>=4.27)"]
-video = ["av (==9.2.0)", "decord (==0.6.0)"]
+torchhub = ["filelock", "huggingface-hub (>=0.23.2,<1.0)", 
"importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", 
"regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", 
"tokenizers (>=0.20,<0.21)", "torch", "tqdm (>=4.27)"]
+video = ["av (==9.2.0)"]
 vision = ["Pillow (>=10.0.1,<=15.0)"]
 
 [[package]]
@@ -2534,5 +2478,5 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [metadata]
 lock-version = "2.1"
-python-versions = ">=3.9, <3.13"
-content-hash = 
"2b36eb1e819c8ef88012adcb89cabefea9354b556fbade80b6068274736fe31f"
+python-versions = ">=3.9, <3.14"
+content-hash = 
"b50324639495c24606de8699b48df357732c384c25e6c0925ced3bd849307dda"
diff --git a/iotdb-core/ainode/pyproject.toml b/iotdb-core/ainode/pyproject.toml
index bd5124bbe67..3b35799e8aa 100644
--- a/iotdb-core/ainode/pyproject.toml
+++ b/iotdb-core/ainode/pyproject.toml
@@ -46,7 +46,7 @@ packages = [
 ]
 
 [tool.poetry.dependencies]
-python = ">=3.9, <3.13"
+python = ">=3.9, <3.14"
 numpy = "^1.21.4"
 pandas = ">=2.2.0"
 torch = ">=2.7.1"
@@ -55,17 +55,19 @@ dynaconf = "^3.1.11"
 requests = "^2.31.0"
 optuna = "^3.2.0"
 psutil = "^5.9.5"
-sktime = "0.38.3"
-pmdarima = "^2.0.4"
+sktime = "0.38.4"
+scikit-learn = "^1.4"
+statsmodels = "^0.14"
 hmmlearn = "^0.3.0"
 apache-iotdb = "2.0.4.dev0"
 einops = "^0.8.1"
 safetensors = "^0.5.1"
 huggingface_hub = "^0.30.1"
+tokenizers = "^0.20"
 hf_xet = ">=1.1.7"
 black = "25.1.0"
 isort = "6.0.1"
-transformers = "==4.40.1"
+transformers = "^4.40"
 torchmetrics = ">=1.2.0"
 
 [tool.poetry.scripts]