From 7df7cad115076dd3127835529a8bfc5dc9fc60f0 Mon Sep 17 00:00:00 2001
From: Leonid Kuligin <lkuligin@yandex.ru>
Date: Wed, 27 Nov 2024 12:52:17 +0100
Subject: [PATCH] speed up test execution (#619)

---
 .../_anthropic_utils.py                       |    2 +-
 .../langchain_google_vertexai/model_garden.py |    2 +-
 libs/vertexai/poetry.lock                     | 1230 ++++++++---------
 libs/vertexai/pyproject.toml                  |    5 +-
 libs/vertexai/tests/conftest.py               |    2 +-
 .../integration_tests/test_chat_models.py     |    4 +
 .../integration_tests/test_model_garden.py    |    1 +
 .../tests/integration_tests/test_standard.py  |    1 +
 8 files changed, 612 insertions(+), 635 deletions(-)

diff --git a/libs/vertexai/langchain_google_vertexai/_anthropic_utils.py b/libs/vertexai/langchain_google_vertexai/_anthropic_utils.py
index dcc3f232..e9e9b861 100644
--- a/libs/vertexai/langchain_google_vertexai/_anthropic_utils.py
+++ b/libs/vertexai/langchain_google_vertexai/_anthropic_utils.py
@@ -31,7 +31,7 @@
 from pydantic import BaseModel
 
 if TYPE_CHECKING:
-    from anthropic.types import RawMessageStreamEvent
+    from anthropic.types import RawMessageStreamEvent  # type: ignore[import-not-found]
 
 _message_type_lookups = {
     "human": "user",
diff --git a/libs/vertexai/langchain_google_vertexai/model_garden.py b/libs/vertexai/langchain_google_vertexai/model_garden.py
index 871f5065..67b30e0c 100644
--- a/libs/vertexai/langchain_google_vertexai/model_garden.py
+++ b/libs/vertexai/langchain_google_vertexai/model_garden.py
@@ -148,7 +148,7 @@ def __init__(self, **kwargs: Any) -> None:
 
     @model_validator(mode="after")
     def validate_environment(self) -> Self:
-        from anthropic import (
+        from anthropic import (  # type: ignore[import-not-found]
             AnthropicVertex,
             AsyncAnthropicVertex,
         )
diff --git a/libs/vertexai/poetry.lock b/libs/vertexai/poetry.lock
index b3b85815..e3697d77 100644
--- a/libs/vertexai/poetry.lock
+++ b/libs/vertexai/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -13,112 +13,98 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.10.10"
+version = "3.11.7"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
 aiohappyeyeballs = ">=2.3.0"
 aiosignal = ">=1.1.2"
-async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
+async-timeout = {version = ">=4.0,<6.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.12.0,<2.0"
+propcache = ">=0.2.0"
+yarl = ">=1.17.0,<2.0"
 
 [package.extras]
 speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
@@ -150,13 +136,13 @@ files = [
 
 [[package]]
 name = "anthropic"
-version = "0.37.1"
+version = "0.39.0"
 description = "The official Python library for the anthropic API"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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-    {file = "anthropic-0.37.1.tar.gz", hash = "sha256:99f688265795daa7ba9256ee68eaf2f05d53cd99d7417f4a0c2dc292c106d00a"},
+    {file = "anthropic-0.39.0-py3-none-any.whl", hash = "sha256:ea17093ae0ce0e1768b0c46501d6086b5bcd74ff39d68cd2d6396374e9de7c09"},
+    {file = "anthropic-0.39.0.tar.gz", hash = "sha256:94671cc80765f9ce693f76d63a97ee9bef4c2d6063c044e983d21a2e262f63ba"},
 ]
 
 [package.dependencies]
@@ -166,7 +152,6 @@ httpx = ">=0.23.0,<1"
 jiter = ">=0.4.0,<1"
 pydantic = ">=1.9.0,<3"
 sniffio = "*"
-tokenizers = ">=0.13.0"
 typing-extensions = ">=4.7,<5"
 
 [package.extras]
@@ -425,6 +410,20 @@ files = [
 [package.extras]
 test = ["pytest (>=6)"]
 
+[[package]]
+name = "execnet"
+version = "2.1.1"
+description = "execnet: rapid multi-Python deployment"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "execnet-2.1.1-py3-none-any.whl", hash = "sha256:26dee51f1b80cebd6d0ca8e74dd8745419761d3bef34163928cbebbdc4749fdc"},
+    {file = "execnet-2.1.1.tar.gz", hash = "sha256:5189b52c6121c24feae288166ab41b32549c7e2348652736540b9e6e7d4e72e3"},
+]
+
+[package.extras]
+testing = ["hatch", "pre-commit", "pytest", "tox"]
+
 [[package]]
 name = "filelock"
 version = "3.16.1"
@@ -597,25 +596,25 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "google-api-core"
-version = "2.22.0"
+version = "2.23.0"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_api_core-2.22.0-py3-none-any.whl", hash = "sha256:a6652b6bd51303902494998626653671703c420f6f4c88cfd3f50ed723e9d021"},
-    {file = "google_api_core-2.22.0.tar.gz", hash = "sha256:26f8d76b96477db42b55fd02a33aae4a42ec8b86b98b94969b7333a2c828bf35"},
+    {file = "google_api_core-2.23.0-py3-none-any.whl", hash = "sha256:c20100d4c4c41070cf365f1d8ddf5365915291b5eb11b83829fbd1c999b5122f"},
+    {file = "google_api_core-2.23.0.tar.gz", hash = "sha256:2ceb087315e6af43f256704b871d99326b1f12a9d6ce99beaedec99ba26a0ace"},
 ]
 
 [package.dependencies]
 google-auth = ">=2.14.1,<3.0.dev0"
 googleapis-common-protos = ">=1.56.2,<2.0.dev0"
 grpcio = [
-    {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
     {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 grpcio-status = [
-    {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
     {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 proto-plus = [
     {version = ">=1.22.3,<2.0.0dev", markers = "python_version < \"3.13\""},
@@ -632,13 +631,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.151.0"
+version = "2.154.0"
 description = "Google API Client Library for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_api_python_client-2.151.0-py2.py3-none-any.whl", hash = "sha256:4427b2f47cd88b0355d540c2c52215f68c337f3bc9d6aae1ceeae4525977504c"},
-    {file = "google_api_python_client-2.151.0.tar.gz", hash = "sha256:a9d26d630810ed4631aea21d1de3e42072f98240aaf184a8a1a874a371115034"},
+    {file = "google_api_python_client-2.154.0-py2.py3-none-any.whl", hash = "sha256:a521bbbb2ec0ba9d6f307cdd64ed6e21eeac372d1bd7493a4ab5022941f784ad"},
+    {file = "google_api_python_client-2.154.0.tar.gz", hash = "sha256:1b420062e03bfcaa1c79e2e00a612d29a6a934151ceb3d272fe150a656dc8f17"},
 ]
 
 [package.dependencies]
@@ -650,13 +649,13 @@ uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.35.0"
+version = "2.36.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_auth-2.35.0-py2.py3-none-any.whl", hash = "sha256:25df55f327ef021de8be50bad0dfd4a916ad0de96da86cd05661c9297723ad3f"},
-    {file = "google_auth-2.35.0.tar.gz", hash = "sha256:f4c64ed4e01e8e8b646ef34c018f8bf3338df0c8e37d8b3bba40e7f574a3278a"},
+    {file = "google_auth-2.36.0-py2.py3-none-any.whl", hash = "sha256:51a15d47028b66fd36e5c64a82d2d57480075bccc7da37cde257fc94177a61fb"},
+    {file = "google_auth-2.36.0.tar.gz", hash = "sha256:545e9618f2df0bcbb7dcbc45a546485b1212624716975a1ea5ae8149ce769ab1"},
 ]
 
 [package.dependencies]
@@ -688,13 +687,13 @@ httplib2 = ">=0.19.0"
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.71.0"
+version = "1.73.0"
 description = "Vertex AI API client library"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "google-cloud-aiplatform-1.71.0.tar.gz", hash = "sha256:29f0923d8c74d07a48f8ad600409405d03c73138b4efaf46db703d31c1e165b8"},
-    {file = "google_cloud_aiplatform-1.71.0-py2.py3-none-any.whl", hash = "sha256:3473802f5072ee4e90e6a64f75a0d3d905db60449117d0fd28481f4ea01d8c3d"},
+    {file = "google_cloud_aiplatform-1.73.0-py2.py3-none-any.whl", hash = "sha256:6f9aebc1cb2277048093f17214c5f4ec9129fa347b8b22d784f780b12b8865a9"},
+    {file = "google_cloud_aiplatform-1.73.0.tar.gz", hash = "sha256:687d4d6dd26439db42d38b835ea0da7ebb75c20ca8e17666669536b253637e74"},
 ]
 
 [package.dependencies]
@@ -712,13 +711,13 @@ shapely = "<3.0.0dev"
 
 [package.extras]
 autologging = ["mlflow (>=1.27.0,<=2.16.0)"]
-cloud-profiler = ["tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
+cloud-profiler = ["tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
 datasets = ["pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)"]
 endpoint = ["requests (>=2.28.1)"]
-evaluation = ["pandas (>=1.0.0,<2.2.0)", "tqdm (>=4.23.0)"]
-full = ["docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.114.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.16.0)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0)", "ray[default] (>=2.5,<=2.33.0)", "requests (>=2.28.1)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)"]
-langchain = ["langchain (>=0.1.16,<0.3)", "langchain-core (<0.3)", "langchain-google-vertexai (<2)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)", "orjson (<=3.10.6)", "tenacity (<=8.3)"]
-langchain-testing = ["absl-py", "cloudpickle (>=3.0,<4.0)", "google-cloud-trace (<2)", "langchain (>=0.1.16,<0.3)", "langchain-core (<0.3)", "langchain-google-vertexai (<2)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "orjson (<=3.10.6)", "pydantic (>=2.6.3,<3)", "pytest-xdist", "tenacity (<=8.3)"]
+evaluation = ["pandas (>=1.0.0)", "tqdm (>=4.23.0)"]
+full = ["docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.114.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-vizier (>=0.1.6)", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.16.0)", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0)", "ray[default] (>=2.5,<=2.33.0)", "requests (>=2.28.1)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)"]
+langchain = ["langchain (>=0.1.16,<0.4)", "langchain-core (<0.4)", "langchain-google-vertexai (<3)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)"]
+langchain-testing = ["absl-py", "cloudpickle (>=3.0,<4.0)", "google-cloud-trace (<2)", "langchain (>=0.1.16,<0.4)", "langchain-core (<0.4)", "langchain-google-vertexai (<3)", "openinference-instrumentation-langchain (>=0.1.19,<0.2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.6.3,<3)", "pytest-xdist"]
 lit = ["explainable-ai-sdk (>=1.0.0)", "lit-nlp (==0.4.0)", "pandas (>=1.0.0)", "tensorflow (>=2.3.0,<3.0.0dev)"]
 metadata = ["numpy (>=1.15.0)", "pandas (>=1.0.0)"]
 pipelines = ["pyyaml (>=5.3.1,<7)"]
@@ -727,21 +726,21 @@ private-endpoints = ["requests (>=2.28.1)", "urllib3 (>=1.21.1,<1.27)"]
 ray = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0)", "pyarrow (>=6.0.1)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0)", "ray[default] (>=2.5,<=2.33.0)", "setuptools (<70.0.0)"]
 ray-testing = ["google-cloud-bigquery", "google-cloud-bigquery-storage", "immutabledict", "pandas (>=1.0.0)", "pyarrow (>=6.0.1)", "pytest-xdist", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0)", "ray[default] (>=2.5,<=2.33.0)", "ray[train]", "scikit-learn", "setuptools (<70.0.0)", "tensorflow", "torch (>=2.0.0,<2.1.0)", "xgboost", "xgboost-ray"]
 reasoningengine = ["cloudpickle (>=3.0,<4.0)", "google-cloud-trace (<2)", "opentelemetry-exporter-gcp-trace (<2)", "opentelemetry-sdk (<2)", "pydantic (>=2.6.3,<3)"]
-tensorboard = ["tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
-testing = ["aiohttp", "bigframes", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.114.0)", "google-api-core (>=2.11,<3.0.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "ipython", "kfp (>=2.6.0,<3.0.0)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.16.0)", "nltk", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pandas (>=1.0.0,<2.2.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pytest-asyncio", "pytest-xdist", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0)", "ray[default] (>=2.5,<=2.33.0)", "requests (>=2.28.1)", "requests-toolbelt (<1.0.0)", "scikit-learn", "sentencepiece (>=0.2.0)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<3.0.0dev)", "tensorflow (==2.13.0)", "tensorflow (==2.16.1)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "torch (>=2.0.0,<2.1.0)", "torch (>=2.2.0)", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost"]
+tensorboard = ["tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "werkzeug (>=2.0.0,<2.1.0dev)"]
+testing = ["aiohttp", "bigframes", "docker (>=5.0.3)", "explainable-ai-sdk (>=1.0.0)", "fastapi (>=0.71.0,<=0.114.0)", "google-api-core (>=2.11,<3.0.0)", "google-cloud-bigquery", "google-cloud-bigquery-storage", "google-vizier (>=0.1.6)", "grpcio-testing", "httpx (>=0.23.0,<0.25.0)", "immutabledict", "ipython", "kfp (>=2.6.0,<3.0.0)", "lit-nlp (==0.4.0)", "mlflow (>=1.27.0,<=2.16.0)", "nltk", "numpy (>=1.15.0)", "pandas (>=1.0.0)", "pyarrow (>=10.0.1)", "pyarrow (>=14.0.0)", "pyarrow (>=3.0.0,<8.0dev)", "pyarrow (>=6.0.1)", "pytest-asyncio", "pytest-xdist", "pyyaml (>=5.3.1,<7)", "ray[default] (>=2.4,<2.5.dev0 || >2.9.0,!=2.9.1,!=2.9.2,<2.10.dev0 || >=2.33.dev0,<=2.33.0)", "ray[default] (>=2.5,<=2.33.0)", "requests (>=2.28.1)", "requests-toolbelt (<1.0.0)", "scikit-learn", "sentencepiece (>=0.2.0)", "setuptools (<70.0.0)", "starlette (>=0.17.1)", "tensorboard-plugin-profile (>=2.4.0,<2.18.0)", "tensorflow (==2.13.0)", "tensorflow (==2.16.1)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.3.0,<3.0.0dev)", "tensorflow (>=2.4.0,<3.0.0dev)", "torch (>=2.0.0,<2.1.0)", "torch (>=2.2.0)", "tqdm (>=4.23.0)", "urllib3 (>=1.21.1,<1.27)", "uvicorn[standard] (>=0.16.0)", "werkzeug (>=2.0.0,<2.1.0dev)", "xgboost"]
 tokenization = ["sentencepiece (>=0.2.0)"]
 vizier = ["google-vizier (>=0.1.6)"]
 xai = ["tensorflow (>=2.3.0,<3.0.0dev)"]
 
 [[package]]
 name = "google-cloud-bigquery"
-version = "3.26.0"
+version = "3.27.0"
 description = "Google BigQuery API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_cloud_bigquery-3.26.0-py2.py3-none-any.whl", hash = "sha256:e0e9ad28afa67a18696e624cbccab284bf2c0a3f6eeb9eeb0426c69b943793a8"},
-    {file = "google_cloud_bigquery-3.26.0.tar.gz", hash = "sha256:edbdc788beea659e04c0af7fe4dcd6d9155344b98951a0d5055bd2f15da4ba23"},
+    {file = "google_cloud_bigquery-3.27.0-py2.py3-none-any.whl", hash = "sha256:b53b0431e5ba362976a4cd8acce72194b4116cdf8115030c7b339b884603fcc3"},
+    {file = "google_cloud_bigquery-3.27.0.tar.gz", hash = "sha256:379c524054d7b090fa56d0c22662cc6e6458a6229b6754c0e7177e3a73421d2c"},
 ]
 
 [package.dependencies]
@@ -798,8 +797,8 @@ google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extr
 google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
 google-cloud-core = ">=1.4.0,<3.0.0dev"
 proto-plus = [
-    {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""},
     {version = ">=1.22.0,<2.0.0dev", markers = "python_version < \"3.11\""},
+    {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""},
 ]
 protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0dev"
 
@@ -808,13 +807,13 @@ libcst = ["libcst (>=0.2.5)"]
 
 [[package]]
 name = "google-cloud-resource-manager"
-version = "1.13.0"
+version = "1.13.1"
 description = "Google Cloud Resource Manager API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_cloud_resource_manager-1.13.0-py2.py3-none-any.whl", hash = "sha256:33beb4528c2b7aee7a97ed843710581a7b4a27f3dd1fa41a0bf3359b3d68853f"},
-    {file = "google_cloud_resource_manager-1.13.0.tar.gz", hash = "sha256:ae4bf69443f14b37007d4d84150115b0942e8b01650fd7a1fc6ff4dc1760e5c4"},
+    {file = "google_cloud_resource_manager-1.13.1-py2.py3-none-any.whl", hash = "sha256:abdc7d443ab6c0763b8ed49ab59203e223f14c683df69e3748d5eb2237475f5f"},
+    {file = "google_cloud_resource_manager-1.13.1.tar.gz", hash = "sha256:bee9f2fb1d856731182b7cc05980d216aae848947ccdadf2848a2c64ccd6bbea"},
 ]
 
 [package.dependencies]
@@ -909,13 +908,13 @@ requests = ["requests (>=2.18.0,<3.0.0dev)"]
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.65.0"
+version = "1.66.0"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "googleapis_common_protos-1.65.0-py2.py3-none-any.whl", hash = "sha256:2972e6c496f435b92590fd54045060867f3fe9be2c82ab148fc8885035479a63"},
-    {file = "googleapis_common_protos-1.65.0.tar.gz", hash = "sha256:334a29d07cddc3aa01dee4988f9afd9b2916ee2ff49d6b757155dc0d197852c0"},
+    {file = "googleapis_common_protos-1.66.0-py2.py3-none-any.whl", hash = "sha256:d7abcd75fabb2e0ec9f74466401f6c119a0b498e27370e9be4c94cb7e382b8ed"},
+    {file = "googleapis_common_protos-1.66.0.tar.gz", hash = "sha256:c3e7b33d15fdca5374cc0a7346dd92ffa847425cc4ea941d970f13680052ec8c"},
 ]
 
 [package.dependencies]
@@ -1029,85 +1028,85 @@ protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4
 
 [[package]]
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 optional = false
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 [[package]]
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 [[package]]
@@ -1360,24 +1361,24 @@ files = [
 
 [[package]]
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-version = "0.3.7"
+version = "0.3.8"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
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 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
-langchain-core = ">=0.3.15,<0.4.0"
+langchain-core = ">=0.3.21,<0.4.0"
 langchain-text-splitters = ">=0.3.0,<0.4.0"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = [
-    {version = ">=1,<2", markers = "python_version < \"3.12\""},
-    {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""},
+    {version = ">=1.22.4,<2", markers = "python_version < \"3.12\""},
+    {version = ">=1.26.2,<2", markers = "python_version >= \"3.12\""},
 ]
 pydantic = ">=2.7.4,<3.0.0"
 PyYAML = ">=5.3"
@@ -1387,55 +1388,45 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.15"
+version = "0.3.21"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = ">=3.9,<4.0"
-files = []
-develop = false
+python-versions = "<4.0,>=3.9"
+files = [
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+]
 
 [package.dependencies]
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-langsmith = "^0.1.125"
+jsonpatch = ">=1.33,<2.0"
+langsmith = ">=0.1.125,<0.2.0"
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-[package.source]
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-reference = "HEAD"
-resolved_reference = "54cb80c7780f67fa3f8340b899eea7c4f28cdfe0"
-subdirectory = "libs/core"
-
 [[package]]
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-version = "0.2.0"
+version = "0.2.2"
 description = "An integration package connecting Mistral and LangChain"
 optional = false
-python-versions = ">=3.9,<4.0"
-files = []
-develop = false
+python-versions = "<4.0,>=3.9"
+files = [
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+langchain-core = ">=0.3.15,<0.4.0"
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@@ -1455,32 +1446,32 @@ syrupy = ">=4,<5"
 
 [[package]]
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+version = "0.3.2"
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 python-versions = "<4.0,>=3.9"
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+langchain-core = ">=0.3.15,<0.4.0"
 
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 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
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 python-versions = ">=3.8"
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 name = "packaging"
-version = "24.1"
+version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -2199,6 +2214,23 @@ pytest = ">=6.2.5"
 [package.extras]
 dev = ["pre-commit", "pytest-asyncio", "tox"]
 
+[[package]]
+name = "pytest-order"
+version = "1.3.0"
+description = "pytest plugin to run your tests in a specific order"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+pytest = [
+    {version = ">=5.0", markers = "python_version < \"3.10\""},
+    {version = ">=6.2.4", markers = "python_version >= \"3.10\""},
+]
+
 [[package]]
 name = "pytest-watcher"
 version = "0.3.5"
@@ -2214,6 +2246,26 @@ files = [
 tomli = {version = ">=2.0.1,<3.0.0", markers = "python_version < \"3.11\""}
 watchdog = ">=2.0.0"
 
+[[package]]
+name = "pytest-xdist"
+version = "3.6.1"
+description = "pytest xdist plugin for distributed testing, most importantly across multiple CPUs"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+execnet = ">=2.1"
+pytest = ">=7.0.0"
+
+[package.extras]
+psutil = ["psutil (>=3.0)"]
+setproctitle = ["setproctitle"]
+testing = ["filelock"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -2542,13 +2594,13 @@ sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "syrupy"
-version = "4.7.2"
+version = "4.8.0"
 description = "Pytest Snapshot Test Utility"
 optional = false
 python-versions = ">=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -2571,111 +2623,26 @@ test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
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 [package.dependencies]
@@ -2688,44 +2655,45 @@ testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
 
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 ]
 
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 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"]
+discord = ["requests"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
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 python-versions = ">=3.8"
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 [[package]]
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 [[package]]
 name = "watchdog"
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 optional = false
 python-versions = ">=3.9"
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 ]
 
 [package.extras]
@@ -2836,93 +2804,93 @@ watchmedo = ["PyYAML (>=3.10)"]
 
 [[package]]
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 ]
 
 [package.dependencies]
@@ -2937,4 +2905,4 @@ mistral = ["langchain-mistralai"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<4.0"
-content-hash = "8931477e695bb3f50481e75964dddfd6b644582360ac9e4b40bb8b445d8ed9f7"
+content-hash = "b047522f04bcdfd163bbe017fcb1f616b81f51dc342e61edc14e8f70d1a1bc2f"
diff --git a/libs/vertexai/pyproject.toml b/libs/vertexai/pyproject.toml
index 916f0963..d3e494b2 100644
--- a/libs/vertexai/pyproject.toml
+++ b/libs/vertexai/pyproject.toml
@@ -20,13 +20,15 @@ anthropic = { extras = ["vertexai"], version = ">=0.35.0,<1", optional = true }
 langchain-mistralai = { version = ">=0.2.0,<1", optional = true }
 httpx = "^0.27.0"
 httpx-sse = "^0.4.0"
-pydantic = ">=2,<3"
+pydantic = ">=2.9,<2.10"
 
 [tool.poetry.group.test]
 optional = true
 
 [tool.poetry.group.test.dependencies]
 pytest = "^7.3.0"
+pytest-xdist = "^3.0"
+pytest-order =  "^1.3"
 freezegun = "^1.2.2"
 pytest-mock = "^3.10.0"
 syrupy = "^4.0.2"
@@ -81,6 +83,7 @@ mypy = "^1"
 types-google-cloud-ndb = "^2.2.0.20240106"
 types-protobuf = "^4.24.0.4"
 types-requests = "^2.31.0"
+anthropic = { extras = ["vertexai"], version = ">=0.35.0,<1", optional = true }
 
 
 [tool.poetry.group.dev.dependencies]
diff --git a/libs/vertexai/tests/conftest.py b/libs/vertexai/tests/conftest.py
index c61fab47..01162996 100644
--- a/libs/vertexai/tests/conftest.py
+++ b/libs/vertexai/tests/conftest.py
@@ -11,7 +11,7 @@
 _LONG_FLAG = "long"
 _EXTENDED_FLAG = "extended"
 
-_PYTEST_FLAGS = [_RELEASE_FLAG, _GPU_FLAG, _LONG_FLAG, _EXTENDED_FLAG]
+_PYTEST_FLAGS = [_RELEASE_FLAG, _GPU_FLAG, _LONG_FLAG, _EXTENDED_FLAG, "first"]
 
 
 def pytest_addoption(parser: pytest.Parser) -> None:
diff --git a/libs/vertexai/tests/integration_tests/test_chat_models.py b/libs/vertexai/tests/integration_tests/test_chat_models.py
index e610f928..fc33d363 100644
--- a/libs/vertexai/tests/integration_tests/test_chat_models.py
+++ b/libs/vertexai/tests/integration_tests/test_chat_models.py
@@ -219,6 +219,7 @@ def test_multimodal_media_file_uri(file_uri, mime_type) -> None:
 
 @pytest.mark.release
 @pytest.mark.parametrize("file_uri,mime_type", multimodal_inputs)
+@pytest.mark.first
 def test_multimodal_media_inline_base64(file_uri, mime_type) -> None:
     llm = ChatVertexAI(model_name="gemini-1.5-pro-001", rate_limiter=rate_limiter)
     storage_client = storage.Client()
@@ -239,6 +240,7 @@ def test_multimodal_media_inline_base64(file_uri, mime_type) -> None:
 
 
 @pytest.mark.release
+@pytest.mark.first
 def test_multimodal_media_inline_base64_template() -> None:
     llm = ChatVertexAI(model_name="gemini-1.5-pro-001")
     prompt_template = ChatPromptTemplate.from_messages(
@@ -844,6 +846,7 @@ def test_structured_output_schema_enum():
 
 
 @pytest.mark.extended
+@pytest.mark.first
 def test_context_catching():
     system_instruction = """
     
@@ -903,6 +906,7 @@ def test_context_catching():
 
 
 @pytest.mark.extended
+@pytest.mark.first
 def test_context_catching_tools():
     from langchain import agents
 
diff --git a/libs/vertexai/tests/integration_tests/test_model_garden.py b/libs/vertexai/tests/integration_tests/test_model_garden.py
index 6b90d591..832cfb6a 100644
--- a/libs/vertexai/tests/integration_tests/test_model_garden.py
+++ b/libs/vertexai/tests/integration_tests/test_model_garden.py
@@ -81,6 +81,7 @@ def test_model_garden_generate(
 
 @pytest.mark.extended
 @pytest.mark.asyncio
+@pytest.mark.first
 @pytest.mark.parametrize(
     "endpoint_os_variable_name,result_arg",
     [("FALCON_ENDPOINT_ID", "generated_text"), ("LLAMA_ENDPOINT_ID", None)],
diff --git a/libs/vertexai/tests/integration_tests/test_standard.py b/libs/vertexai/tests/integration_tests/test_standard.py
index a6dfc60a..960795f0 100644
--- a/libs/vertexai/tests/integration_tests/test_standard.py
+++ b/libs/vertexai/tests/integration_tests/test_standard.py
@@ -12,6 +12,7 @@
 rate_limiter = InMemoryRateLimiter(requests_per_second=0.5)
 
 
+@pytest.mark.first
 class TestGeminiAIStandard(ChatModelIntegrationTests):
     @property
     def chat_model_class(self) -> Type[BaseChatModel]: