diff --git a/libs/partners/azure-dynamic-sessions/.gitignore b/libs/partners/azure-dynamic-sessions/.gitignore deleted file mode 100644 index bee8a64b79a..00000000000 --- a/libs/partners/azure-dynamic-sessions/.gitignore +++ /dev/null @@ -1 +0,0 @@ -__pycache__ diff --git a/libs/partners/azure-dynamic-sessions/LICENSE b/libs/partners/azure-dynamic-sessions/LICENSE deleted file mode 100644 index 426b6509034..00000000000 --- a/libs/partners/azure-dynamic-sessions/LICENSE +++ /dev/null @@ -1,21 +0,0 @@ -MIT License - -Copyright (c) 2023 LangChain, Inc. - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. diff --git a/libs/partners/azure-dynamic-sessions/Makefile b/libs/partners/azure-dynamic-sessions/Makefile deleted file mode 100644 index ee56a8b930e..00000000000 --- a/libs/partners/azure-dynamic-sessions/Makefile +++ /dev/null @@ -1,61 +0,0 @@ -.PHONY: all format lint test tests integration_tests docker_tests help extended_tests - -# Default target executed when no arguments are given to make. -all: help - -# Define a variable for the test file path. -TEST_FILE ?= tests/unit_tests/ - -test: - poetry run pytest $(TEST_FILE) - -tests: - poetry run pytest $(TEST_FILE) - -test_watch: - poetry run ptw --snapshot-update --now . -- -vv $(TEST_FILE) - - -###################### -# LINTING AND FORMATTING -###################### - -# Define a variable for Python and notebook files. -PYTHON_FILES=. -MYPY_CACHE=.mypy_cache -lint format: PYTHON_FILES=. -lint_diff format_diff: PYTHON_FILES=$(shell git diff --relative=libs/partners/azure --name-only --diff-filter=d master | grep -E '\.py$$|\.ipynb$$') -lint_package: PYTHON_FILES=langchain_azure_dynamic_sessions -lint_tests: PYTHON_FILES=tests -lint_tests: MYPY_CACHE=.mypy_cache_test - -lint lint_diff lint_package lint_tests: - [ "$(PYTHON_FILES)" = "" ] || poetry run ruff check $(PYTHON_FILES) - [ "$(PYTHON_FILES)" = "" ] || poetry run ruff format $(PYTHON_FILES) --diff - [ "$(PYTHON_FILES)" = "" ] || mkdir -p $(MYPY_CACHE) && poetry run mypy $(PYTHON_FILES) --cache-dir $(MYPY_CACHE) - -format format_diff: - [ "$(PYTHON_FILES)" = "" ] || poetry run ruff format $(PYTHON_FILES) - [ "$(PYTHON_FILES)" = "" ] || poetry run ruff check --select I --fix $(PYTHON_FILES) - -spell_check: - poetry run codespell --toml pyproject.toml - -spell_fix: - poetry run codespell --toml pyproject.toml -w - -check_imports: $(shell find langchain_azure_dynamic_sessions -name '*.py') - poetry run python ./scripts/check_imports.py $^ - -###################### -# HELP -###################### - -help: - @echo '----' - @echo 'check_imports - check imports' - @echo 'format - run code formatters' - @echo 'lint - run linters' - @echo 'test - run unit tests' - @echo 'tests - run unit tests' - @echo 'test TEST_FILE= - run all tests in file' diff --git a/libs/partners/azure-dynamic-sessions/README.md b/libs/partners/azure-dynamic-sessions/README.md index 32b6af3e4b0..2e46ff1e5a6 100644 --- a/libs/partners/azure-dynamic-sessions/README.md +++ b/libs/partners/azure-dynamic-sessions/README.md @@ -1,36 +1,3 @@ -# langchain-azure-dynamic-sessions - -This package contains the LangChain integration for Azure Container Apps dynamic sessions. You can use it to add a secure and scalable code interpreter to your agents. - -## Installation - -```bash -pip install -U langchain-azure-dynamic-sessions -``` - -## Usage - -You first need to create an Azure Container Apps session pool and obtain its management endpoint. Then you can use the `SessionsPythonREPLTool` tool to give your agent the ability to execute Python code. - -```python -from langchain_azure_dynamic_sessions import SessionsPythonREPLTool - - -# get the management endpoint from the session pool in the Azure portal -tool = SessionsPythonREPLTool(pool_management_endpoint=POOL_MANAGEMENT_ENDPOINT) - -prompt = hub.pull("hwchase17/react") -tools=[tool] -react_agent = create_react_agent( - llm=llm, - tools=tools, - prompt=prompt, -) - -react_agent_executor = AgentExecutor(agent=react_agent, tools=tools, verbose=True, handle_parsing_errors=True) - -react_agent_executor.invoke({"input": "What is the current time in Vancouver, Canada?"}) -``` - -By default, the tool uses `DefaultAzureCredential` to authenticate with Azure. If you're using a user-assigned managed identity, you must set the `AZURE_CLIENT_ID` environment variable to the ID of the managed identity. +This package has moved! +https://github.com/langchain-ai/langchain-azure/tree/main/libs/azure-dynamic-sessions diff --git a/libs/partners/azure-dynamic-sessions/langchain_azure_dynamic_sessions/__init__.py b/libs/partners/azure-dynamic-sessions/langchain_azure_dynamic_sessions/__init__.py deleted file mode 100644 index 7fcbdf207f3..00000000000 --- a/libs/partners/azure-dynamic-sessions/langchain_azure_dynamic_sessions/__init__.py +++ /dev/null @@ -1,7 +0,0 @@ -"""This package provides tools for managing dynamic sessions in Azure.""" - -from langchain_azure_dynamic_sessions.tools.sessions import SessionsPythonREPLTool - -__all__ = [ - "SessionsPythonREPLTool", -] diff --git a/libs/partners/azure-dynamic-sessions/langchain_azure_dynamic_sessions/py.typed b/libs/partners/azure-dynamic-sessions/langchain_azure_dynamic_sessions/py.typed deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/libs/partners/azure-dynamic-sessions/langchain_azure_dynamic_sessions/tools/__init__.py b/libs/partners/azure-dynamic-sessions/langchain_azure_dynamic_sessions/tools/__init__.py deleted file mode 100644 index 7fcbdf207f3..00000000000 --- a/libs/partners/azure-dynamic-sessions/langchain_azure_dynamic_sessions/tools/__init__.py +++ /dev/null @@ -1,7 +0,0 @@ -"""This package provides tools for managing dynamic sessions in Azure.""" - -from langchain_azure_dynamic_sessions.tools.sessions import SessionsPythonREPLTool - -__all__ = [ - "SessionsPythonREPLTool", -] diff --git a/libs/partners/azure-dynamic-sessions/langchain_azure_dynamic_sessions/tools/sessions.py b/libs/partners/azure-dynamic-sessions/langchain_azure_dynamic_sessions/tools/sessions.py deleted file mode 100644 index f71464488cf..00000000000 --- a/libs/partners/azure-dynamic-sessions/langchain_azure_dynamic_sessions/tools/sessions.py +++ /dev/null @@ -1,314 +0,0 @@ -"""This is the Azure Dynamic Sessions module. - -This module provides the SessionsPythonREPLTool class for -managing dynamic sessions in Azure. -""" - -import importlib.metadata -import json -import os -import re -import urllib -from copy import deepcopy -from dataclasses import dataclass -from datetime import datetime, timedelta, timezone -from io import BytesIO -from typing import Any, BinaryIO, Callable, List, Literal, Optional, Tuple -from uuid import uuid4 - -import requests -from azure.core.credentials import AccessToken -from azure.identity import DefaultAzureCredential -from langchain_core.tools import BaseTool - -try: - _package_version = importlib.metadata.version("langchain-azure-dynamic-sessions") -except importlib.metadata.PackageNotFoundError: - _package_version = "0.0.0" -USER_AGENT = f"langchain-azure-dynamic-sessions/{_package_version} (Language=Python)" - - -def _access_token_provider_factory() -> Callable[[], Optional[str]]: - """Factory function for creating an access token provider function. - - Returns: - Callable[[], Optional[str]]: The access token provider function - """ - access_token: Optional[AccessToken] = None - - def access_token_provider() -> Optional[str]: - nonlocal access_token - if access_token is None or datetime.fromtimestamp( - access_token.expires_on, timezone.utc - ) < datetime.now(timezone.utc) + timedelta(minutes=5): - credential = DefaultAzureCredential() - access_token = credential.get_token("https://dynamicsessions.io/.default") - return access_token.token - - return access_token_provider - - -def _sanitize_input(query: str) -> str: - """Sanitize input to the python REPL. - - Remove whitespace, backtick & python (if llm mistakes python console as terminal) - - Args: - query: The query to sanitize - - Returns: - str: The sanitized query - """ - # Removes `, whitespace & python from start - query = re.sub(r"^(\s|`)*(?i:python)?\s*", "", query) - # Removes whitespace & ` from end - query = re.sub(r"(\s|`)*$", "", query) - return query - - -@dataclass -class RemoteFileMetadata: - """Metadata for a file in the session.""" - - filename: str - """The filename relative to `/mnt/data`.""" - - size_in_bytes: int - """The size of the file in bytes.""" - - @property - def full_path(self) -> str: - """Get the full path of the file.""" - return f"/mnt/data/{self.filename}" - - @staticmethod - def from_dict(data: dict) -> "RemoteFileMetadata": - """Create a RemoteFileMetadata object from a dictionary.""" - properties = data.get("properties", {}) - return RemoteFileMetadata( - filename=properties.get("filename"), - size_in_bytes=properties.get("size"), - ) - - -class SessionsPythonREPLTool(BaseTool): - r"""Azure Dynamic Sessions tool. - - Setup: - Install ``langchain-azure-dynamic-sessions`` and create a session pool, which you can do by following the instructions [here](https://learn.microsoft.com/en-us/azure/container-apps/sessions-code-interpreter?tabs=azure-cli#create-a-session-pool-with-azure-cli). - - .. code-block:: bash - - pip install -U langchain-azure-dynamic-sessions - - .. code-block:: python - - import getpass - - POOL_MANAGEMENT_ENDPOINT = getpass.getpass("Enter the management endpoint of the session pool: ") - - Instantiation: - .. code-block:: python - - from langchain_azure_dynamic_sessions import SessionsPythonREPLTool - - tool = SessionsPythonREPLTool( - pool_management_endpoint=POOL_MANAGEMENT_ENDPOINT - ) - - - Invocation with args: - .. code-block:: python - - tool.invoke("6 * 7") - - .. code-block:: python - - '{\\n "result": 42,\\n "stdout": "",\\n "stderr": ""\\n}' - - Invocation with ToolCall: - - .. code-block:: python - - tool.invoke({"args": {"input":"6 * 7"}, "id": "1", "name": tool.name, "type": "tool_call"}) - - .. code-block:: python - - '{\\n "result": 42,\\n "stdout": "",\\n "stderr": ""\\n}' - """ # noqa: E501 - - name: str = "Python_REPL" - description: str = ( - "A Python shell. Use this to execute python commands " - "when you need to perform calculations or computations. " - "Input should be a valid python command. " - "Returns a JSON object with the result, stdout, and stderr. " - ) - - sanitize_input: bool = True - """Whether to sanitize input to the python REPL.""" - - pool_management_endpoint: str - """The management endpoint of the session pool. Should end with a '/'.""" - - access_token_provider: Callable[[], Optional[str]] = ( - _access_token_provider_factory() - ) - """A function that returns the access token to use for the session pool.""" - - session_id: str = str(uuid4()) - """The session ID to use for the code interpreter. Defaults to a random UUID.""" - - response_format: Literal["content_and_artifact"] = "content_and_artifact" - - def _build_url(self, path: str) -> str: - pool_management_endpoint = self.pool_management_endpoint - if not pool_management_endpoint: - raise ValueError("pool_management_endpoint is not set") - if not pool_management_endpoint.endswith("/"): - pool_management_endpoint += "/" - encoded_session_id = urllib.parse.quote(self.session_id) - query = f"identifier={encoded_session_id}&api-version=2024-02-02-preview" - query_separator = "&" if "?" in pool_management_endpoint else "?" - full_url = pool_management_endpoint + path + query_separator + query - return full_url - - def execute(self, python_code: str) -> Any: - """Execute Python code in the session.""" - if self.sanitize_input: - python_code = _sanitize_input(python_code) - - access_token = self.access_token_provider() - api_url = self._build_url("code/execute") - headers = { - "Authorization": f"Bearer {access_token}", - "Content-Type": "application/json", - "User-Agent": USER_AGENT, - } - body = { - "properties": { - "codeInputType": "inline", - "executionType": "synchronous", - "code": python_code, - } - } - - response = requests.post(api_url, headers=headers, json=body) - response.raise_for_status() - response_json = response.json() - properties = response_json.get("properties", {}) - return properties - - def _run(self, python_code: str, **kwargs: Any) -> Tuple[str, dict]: - response = self.execute(python_code) - - # if the result is an image, remove the base64 data - result = deepcopy(response.get("result")) - if isinstance(result, dict): - if result.get("type") == "image" and "base64_data" in result: - result.pop("base64_data") - - content = json.dumps( - { - "result": result, - "stdout": response.get("stdout"), - "stderr": response.get("stderr"), - }, - indent=2, - ) - return content, response - - def upload_file( - self, - *, - data: Optional[BinaryIO] = None, - remote_file_path: Optional[str] = None, - local_file_path: Optional[str] = None, - ) -> RemoteFileMetadata: - """Upload a file to the session. - - Args: - data: The data to upload. - remote_file_path: The path to upload the file to, relative to - `/mnt/data`. If local_file_path is provided, this is defaulted - to its filename. - local_file_path: The path to the local file to upload. - - Returns: - RemoteFileMetadata: The metadata for the uploaded file - """ - if data and local_file_path: - raise ValueError("data and local_file_path cannot be provided together") - - if data: - file_data = data - elif local_file_path: - if not remote_file_path: - remote_file_path = os.path.basename(local_file_path) - file_data = open(local_file_path, "rb") - - access_token = self.access_token_provider() - api_url = self._build_url("files/upload") - headers = { - "Authorization": f"Bearer {access_token}", - "User-Agent": USER_AGENT, - } - files = [("file", (remote_file_path, file_data, "application/octet-stream"))] - - response = requests.request( - "POST", api_url, headers=headers, data={}, files=files - ) - response.raise_for_status() - - response_json = response.json() - return RemoteFileMetadata.from_dict(response_json["value"][0]) - - def download_file( - self, *, remote_file_path: str, local_file_path: Optional[str] = None - ) -> BinaryIO: - """Download a file from the session. - - Args: - remote_file_path: The path to download the file from, - relative to `/mnt/data`. - local_file_path: The path to save the downloaded file to. - If not provided, the file is returned as a BufferedReader. - - Returns: - BinaryIO: The data of the downloaded file. - """ - access_token = self.access_token_provider() - encoded_remote_file_path = urllib.parse.quote(remote_file_path) - api_url = self._build_url(f"files/content/{encoded_remote_file_path}") - headers = { - "Authorization": f"Bearer {access_token}", - "User-Agent": USER_AGENT, - } - - response = requests.get(api_url, headers=headers) - response.raise_for_status() - - if local_file_path: - with open(local_file_path, "wb") as f: - f.write(response.content) - - return BytesIO(response.content) - - def list_files(self) -> List[RemoteFileMetadata]: - """List the files in the session. - - Returns: - list[RemoteFileMetadata]: The metadata for the files in the session - 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-[tool.poetry] -name = "langchain-azure-dynamic-sessions" -version = "0.2.0" -description = "An integration package connecting Azure Container Apps dynamic sessions and LangChain" -authors = [] -readme = "README.md" -repository = "https://github.com/langchain-ai/langchain" -license = "MIT" - -[tool.mypy] -disallow_untyped_defs = "True" - -[tool.poetry.urls] -"Source Code" = "https://github.com/langchain-ai/langchain/tree/master/libs/partners/azure-dynamic-sessions" -"Release Notes" = "https://github.com/langchain-ai/langchain/releases?q=tag%3A%22langchain-azure-dynamic-sessions%3D%3D0%22&expanded=true" - -[tool.poetry.dependencies] -python = ">=3.9,<4.0" -langchain-core = "^0.3.0" -azure-identity = "^1.16.0" -requests = "^2.31.0" - -[tool.ruff.lint] -select = ["E", "F", "I", "D"] - -[tool.coverage.run] -omit = ["tests/*"] - -[tool.pytest.ini_options] -addopts = "--snapshot-warn-unused --strict-markers --strict-config --durations=5" -markers = [ - "requires: mark tests as requiring a specific library", - 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{ version = "<1.17.1", python = "<3.10" }, - { version = "*", python = ">=3.10" }, -] - -[tool.poetry.group.dev.dependencies] -ipykernel = "^6.29.4" -langchainhub = "^0.1.15" - -[tool.poetry.group.typing.dependencies] -mypy = "^1.10" -types-requests = "^2.31.0.20240406" - -[tool.poetry.group.test.dependencies.langchain-core] -path = "../../core" -develop = true - -[tool.poetry.group.dev.dependencies.langchain-core] -path = "../../core" -develop = true - -[tool.poetry.group.dev.dependencies.langchain-openai] -path = "../openai" -develop = true - -[tool.poetry.group.typing.dependencies.langchain-core] -path = "../../core" -develop = true diff --git a/libs/partners/azure-dynamic-sessions/scripts/check_imports.py b/libs/partners/azure-dynamic-sessions/scripts/check_imports.py deleted file mode 100644 index dc7f5ea8b04..00000000000 --- a/libs/partners/azure-dynamic-sessions/scripts/check_imports.py +++ /dev/null @@ -1,19 +0,0 @@ -"""This module checks for specific import statements in the codebase.""" - -import sys -import traceback -from importlib.machinery import SourceFileLoader - -if __name__ == "__main__": - files = sys.argv[1:] - has_failure = False - for file in files: - try: - SourceFileLoader("x", file).load_module() - except Exception: - has_failure = True - print(file) - traceback.print_exc() - print() - - sys.exit(1 if has_failure else 0) diff --git a/libs/partners/azure-dynamic-sessions/scripts/lint_imports.sh b/libs/partners/azure-dynamic-sessions/scripts/lint_imports.sh deleted file mode 100755 index 695613c7ba8..00000000000 --- a/libs/partners/azure-dynamic-sessions/scripts/lint_imports.sh +++ /dev/null @@ -1,17 +0,0 @@ -#!/bin/bash - -set -eu - -# Initialize a variable to keep track of errors -errors=0 - -# make sure not importing from langchain or langchain_experimental -git --no-pager grep '^from langchain\.' . && errors=$((errors+1)) -git --no-pager grep '^from langchain_experimental\.' . && errors=$((errors+1)) - -# Decide on an exit status based on the errors -if [ "$errors" -gt 0 ]; then - exit 1 -else - exit 0 -fi diff --git a/libs/partners/azure-dynamic-sessions/tests/__init__.py b/libs/partners/azure-dynamic-sessions/tests/__init__.py deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/libs/partners/azure-dynamic-sessions/tests/integration_tests/__init__.py b/libs/partners/azure-dynamic-sessions/tests/integration_tests/__init__.py deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/libs/partners/azure-dynamic-sessions/tests/integration_tests/data/testdata.txt b/libs/partners/azure-dynamic-sessions/tests/integration_tests/data/testdata.txt deleted file mode 100644 index 2211df3faee..00000000000 --- a/libs/partners/azure-dynamic-sessions/tests/integration_tests/data/testdata.txt +++ /dev/null @@ -1 +0,0 @@ -test file content \ No newline at end of file diff --git a/libs/partners/azure-dynamic-sessions/tests/integration_tests/test_compile.py b/libs/partners/azure-dynamic-sessions/tests/integration_tests/test_compile.py deleted file mode 100644 index 5196f4c0f8c..00000000000 --- a/libs/partners/azure-dynamic-sessions/tests/integration_tests/test_compile.py +++ /dev/null @@ -1,7 +0,0 @@ -import pytest # type: ignore[import-not-found] - - -@pytest.mark.compile -def test_placeholder() -> None: - """Used for compiling integration tests without running any real tests.""" - pass diff --git a/libs/partners/azure-dynamic-sessions/tests/integration_tests/test_end_to_end.py b/libs/partners/azure-dynamic-sessions/tests/integration_tests/test_end_to_end.py deleted file mode 100644 index aa2a32df69b..00000000000 --- a/libs/partners/azure-dynamic-sessions/tests/integration_tests/test_end_to_end.py +++ /dev/null @@ -1,68 +0,0 @@ -import json -import os -from io import BytesIO - -import dotenv # type: ignore[import-not-found] - -from langchain_azure_dynamic_sessions import SessionsPythonREPLTool - -dotenv.load_dotenv() - -POOL_MANAGEMENT_ENDPOINT = os.getenv("AZURE_DYNAMIC_SESSIONS_POOL_MANAGEMENT_ENDPOINT") -TEST_DATA_PATH = os.path.join(os.path.dirname(__file__), "data", "testdata.txt") -TEST_DATA_CONTENT = open(TEST_DATA_PATH, "rb").read() - - -def test_end_to_end() -> None: - tool = SessionsPythonREPLTool(pool_management_endpoint=POOL_MANAGEMENT_ENDPOINT) # type: ignore[arg-type] - result = tool.run("print('hello world')\n1 + 1") - assert json.loads(result) == { - "result": 2, - "stdout": "hello world\n", - "stderr": "", - } - - # upload file content - uploaded_file1_metadata = tool.upload_file( - remote_file_path="test1.txt", data=BytesIO(b"hello world!!!!!") - ) - assert uploaded_file1_metadata.filename == "test1.txt" - assert uploaded_file1_metadata.size_in_bytes == 16 - assert uploaded_file1_metadata.full_path == "/mnt/data/test1.txt" - downloaded_file1 = tool.download_file(remote_file_path="test1.txt") - assert downloaded_file1.read() == b"hello world!!!!!" - - # upload file from buffer - with open(TEST_DATA_PATH, "rb") as f: - uploaded_file2_metadata = tool.upload_file(remote_file_path="test2.txt", data=f) - assert uploaded_file2_metadata.filename == "test2.txt" - downloaded_file2 = tool.download_file(remote_file_path="test2.txt") - assert downloaded_file2.read() == TEST_DATA_CONTENT - - # upload file from disk, specifying remote file path - uploaded_file3_metadata = tool.upload_file( - remote_file_path="test3.txt", local_file_path=TEST_DATA_PATH - ) - assert uploaded_file3_metadata.filename == "test3.txt" - downloaded_file3 = tool.download_file(remote_file_path="test3.txt") - assert downloaded_file3.read() == TEST_DATA_CONTENT - - # upload file from disk, without specifying remote file path - uploaded_file4_metadata = tool.upload_file(local_file_path=TEST_DATA_PATH) - assert uploaded_file4_metadata.filename == os.path.basename(TEST_DATA_PATH) - downloaded_file4 = tool.download_file( - remote_file_path=uploaded_file4_metadata.filename - ) - assert downloaded_file4.read() == TEST_DATA_CONTENT - - # list files - remote_files_metadata = tool.list_files() - assert len(remote_files_metadata) == 4 - remote_file_paths = [metadata.filename for metadata in remote_files_metadata] - expected_filenames = [ - "test1.txt", - "test2.txt", - "test3.txt", - os.path.basename(TEST_DATA_PATH), - ] - assert set(remote_file_paths) == set(expected_filenames) diff --git a/libs/partners/azure-dynamic-sessions/tests/unit_tests/__init__.py b/libs/partners/azure-dynamic-sessions/tests/unit_tests/__init__.py deleted file mode 100644 index e69de29bb2d..00000000000 diff --git a/libs/partners/azure-dynamic-sessions/tests/unit_tests/test_imports.py b/libs/partners/azure-dynamic-sessions/tests/unit_tests/test_imports.py deleted file mode 100644 index b39c459182e..00000000000 --- a/libs/partners/azure-dynamic-sessions/tests/unit_tests/test_imports.py +++ /dev/null @@ -1,9 +0,0 @@ -from langchain_azure_dynamic_sessions import __all__ - -EXPECTED_ALL = [ - "SessionsPythonREPLTool", -] - - -def test_all_imports() -> None: - assert sorted(EXPECTED_ALL) == sorted(__all__) diff --git a/libs/partners/azure-dynamic-sessions/tests/unit_tests/test_sessions_python_repl_tool.py b/libs/partners/azure-dynamic-sessions/tests/unit_tests/test_sessions_python_repl_tool.py deleted file mode 100644 index 7d11a8255d6..00000000000 --- a/libs/partners/azure-dynamic-sessions/tests/unit_tests/test_sessions_python_repl_tool.py +++ /dev/null @@ -1,208 +0,0 @@ -import json -import re -import time -from unittest import mock -from urllib.parse import parse_qs, urlparse - -from azure.core.credentials import AccessToken - -from langchain_azure_dynamic_sessions import SessionsPythonREPLTool -from langchain_azure_dynamic_sessions.tools.sessions import ( - _access_token_provider_factory, -) - -POOL_MANAGEMENT_ENDPOINT = "https://westus2.dynamicsessions.io/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/sessions-rg/sessionPools/my-pool" - - -def test_default_access_token_provider_returns_token() -> None: - access_token_provider = _access_token_provider_factory() - with mock.patch( - "azure.identity.DefaultAzureCredential.get_token" - ) as mock_get_token: - mock_get_token.return_value = AccessToken("token_value", 0) - access_token = access_token_provider() - assert access_token == "token_value" - - -def test_default_access_token_provider_returns_cached_token() -> None: - access_token_provider = _access_token_provider_factory() - with mock.patch( - "azure.identity.DefaultAzureCredential.get_token" - ) as mock_get_token: - mock_get_token.return_value = AccessToken( - "token_value", int(time.time() + 1000) - ) - access_token = access_token_provider() - assert access_token == "token_value" - assert mock_get_token.call_count == 1 - - mock_get_token.return_value = AccessToken( - "new_token_value", int(time.time() + 1000) - ) - access_token = access_token_provider() - assert access_token == "token_value" - assert mock_get_token.call_count == 1 - - -def test_default_access_token_provider_refreshes_expiring_token() -> None: - access_token_provider = _access_token_provider_factory() - with mock.patch( - "azure.identity.DefaultAzureCredential.get_token" - ) as mock_get_token: - mock_get_token.return_value = AccessToken("token_value", int(time.time() - 1)) - access_token = access_token_provider() - assert access_token == "token_value" - assert mock_get_token.call_count == 1 - - mock_get_token.return_value = AccessToken( - "new_token_value", int(time.time() + 1000) - ) - access_token = access_token_provider() - assert access_token == "new_token_value" - assert mock_get_token.call_count == 2 - - -@mock.patch("requests.post") -@mock.patch("azure.identity.DefaultAzureCredential.get_token") -def test_code_execution_calls_api( - mock_get_token: mock.MagicMock, mock_post: mock.MagicMock -) -> None: - tool = SessionsPythonREPLTool(pool_management_endpoint=POOL_MANAGEMENT_ENDPOINT) - mock_post.return_value.json.return_value = { - "$id": "1", - "properties": { - "$id": "2", - "status": "Success", - "stdout": "hello world\n", - "stderr": "", - "result": "", - "executionTimeInMilliseconds": 33, - }, - } - mock_get_token.return_value = AccessToken("token_value", int(time.time() + 1000)) - - result = tool.run("print('hello world')") - - assert json.loads(result) == { - "result": "", - "stdout": "hello world\n", - "stderr": "", - } - - api_url = f"{POOL_MANAGEMENT_ENDPOINT}/code/execute" - headers = { - "Authorization": "Bearer token_value", - "Content-Type": "application/json", - "User-Agent": mock.ANY, - } - body = { - "properties": { - "codeInputType": "inline", - "executionType": "synchronous", - "code": "print('hello world')", - } - } - mock_post.assert_called_once_with(mock.ANY, headers=headers, json=body) - - called_headers = mock_post.call_args.kwargs["headers"] - assert re.match( - r"^langchain-azure-dynamic-sessions/\d+\.\d+\.\d+.* \(Language=Python\)", - called_headers["User-Agent"], - ) - - called_api_url = mock_post.call_args.args[0] - assert called_api_url.startswith(api_url) - - -@mock.patch("requests.post") -@mock.patch("azure.identity.DefaultAzureCredential.get_token") -def test_uses_specified_session_id( - mock_get_token: mock.MagicMock, mock_post: mock.MagicMock -) -> None: - tool = SessionsPythonREPLTool( - pool_management_endpoint=POOL_MANAGEMENT_ENDPOINT, - session_id="00000000-0000-0000-0000-000000000003", - ) - mock_post.return_value.json.return_value = { - "$id": "1", - "properties": { - "$id": "2", - "status": "Success", - "stdout": "", - "stderr": "", - "result": "2", - "executionTimeInMilliseconds": 33, - }, - } - mock_get_token.return_value = AccessToken("token_value", int(time.time() + 1000)) - tool.run("1 + 1") - call_url = mock_post.call_args.args[0] - parsed_url = urlparse(call_url) - call_identifier = parse_qs(parsed_url.query)["identifier"][0] - assert call_identifier == "00000000-0000-0000-0000-000000000003" - - -def test_sanitizes_input() -> None: - tool = SessionsPythonREPLTool(pool_management_endpoint=POOL_MANAGEMENT_ENDPOINT) - with mock.patch("requests.post") as mock_post: - mock_post.return_value.json.return_value = { - "$id": "1", - "properties": { - "$id": "2", - "status": "Success", - "stdout": "", - "stderr": "", - "result": "", - "executionTimeInMilliseconds": 33, - }, - } - tool.run("```python\nprint('hello world')\n```") - body = mock_post.call_args.kwargs["json"] - assert body["properties"]["code"] == "print('hello world')" - - -def test_does_not_sanitize_input() -> None: - tool = SessionsPythonREPLTool( - pool_management_endpoint=POOL_MANAGEMENT_ENDPOINT, sanitize_input=False - ) - with mock.patch("requests.post") as mock_post: - mock_post.return_value.json.return_value = { - "$id": "1", - "properties": { - "$id": "2", - "status": "Success", - "stdout": "", - "stderr": "", - "result": "", - "executionTimeInMilliseconds": 33, - }, - } - tool.run("```python\nprint('hello world')\n```") - body = mock_post.call_args.kwargs["json"] - assert body["properties"]["code"] == "```python\nprint('hello world')\n```" - - -def test_uses_custom_access_token_provider() -> None: - def custom_access_token_provider() -> str: - return "custom_token" - - tool = SessionsPythonREPLTool( - pool_management_endpoint=POOL_MANAGEMENT_ENDPOINT, - access_token_provider=custom_access_token_provider, - ) - - with mock.patch("requests.post") as mock_post: - mock_post.return_value.json.return_value = { - "$id": "1", - "properties": { - "$id": "2", - "status": "Success", - "stdout": "", - "stderr": "", - "result": "", - "executionTimeInMilliseconds": 33, - }, - } - tool.run("print('hello world')") - headers = mock_post.call_args.kwargs["headers"] - assert headers["Authorization"] == "Bearer custom_token"