diff --git a/.github/workflows/auto-assign-on-comment.yaml b/.github/workflows/auto-assign-on-comment.yml similarity index 94% rename from .github/workflows/auto-assign-on-comment.yaml rename to .github/workflows/auto-assign-on-comment.yml index 56b88d0..96dc6a0 100644 --- a/.github/workflows/auto-assign-on-comment.yaml +++ b/.github/workflows/auto-assign-on-comment.yml @@ -6,7 +6,9 @@ permissions: issues: write jobs: assign: - runs-on: ubuntu-latest + runs-on: + group: databrickslabs-protected-runner-group + labels: linux-ubuntu-latest if: (!github.event.issue.pull_request) && contains(github.event.comment.body, 'take') concurrency: group: ${{ github.actor }}-auto-assign-issue diff --git a/.github/workflows/unit_tests.yml b/.github/workflows/unit_tests.yml index 423464b..2e93cfb 100644 --- a/.github/workflows/unit_tests.yml +++ b/.github/workflows/unit_tests.yml @@ -1,66 +1,43 @@ name: Unit Tests on: - push: - paths: - - "servers/**" - - ".github/workflows/unit_tests.yml" pull_request: - paths: - - "servers/**" - - ".github/workflows/unit_tests.yml" + types: [opened, synchronize] + merge_group: + types: [checks_requested] + push: + # Always run on push to main. The build cache can only be reused + # if it was saved by a run from the repository's default branch. + # The run result will be identical to that from the merge queue + # because the commit is identical, yet we need to perform it to + # seed the build cache. + branches: + - master jobs: - discover: - runs-on: - group: databrickslabs-protected-runner-group - labels: linux-ubuntu-latest - outputs: - server_dirs: ${{ steps.set-matrix.outputs.server_dirs }} - - steps: - - name: Checkout code - uses: actions/checkout@v4 - - - name: Discover server dirs with tests - id: set-matrix - run: | - dirs=$(find servers -mindepth 1 -maxdepth 1 -type d -exec test -d "{}/tests" \; -print | sed 's|servers/||' | jq -R . | jq -cs .) - echo "Found directories: $dirs" - echo "server_dirs=$dirs" >> "$GITHUB_OUTPUT" - - test: - needs: discover runs-on: group: databrickslabs-protected-runner-group labels: linux-ubuntu-latest - strategy: - matrix: - server-dir: ${{ fromJson(needs.discover.outputs.server_dirs) }} steps: - name: Checkout code uses: actions/checkout@v4 - - name: Set up Python - uses: actions/setup-python@v5 + - name: Install uv and set the python version + uses: astral-sh/setup-uv@v5 with: python-version: "3.12" + enable-cache: true + cache-dependency-glob: "uv.lock" - - name: Install uv - uses: astral-sh/setup-uv@v5 - - - name: Install dependencies with uv - working-directory: servers/${{ matrix.server-dir }} - run: | - uv sync - uv pip install --group dev + - name: Install the project + run: uv sync --locked --all-extras --dev - name: Run tests - working-directory: servers/${{ matrix.server-dir }} run: uv run pytest tests + lint: runs-on: group: databrickslabs-protected-runner-group @@ -69,15 +46,15 @@ jobs: - name: Checkout code uses: actions/checkout@v4 - - name: Set up Python - uses: actions/setup-python@v5 + - name: Install uv and set the python version + uses: astral-sh/setup-uv@v5 with: python-version: "3.12" + enable-cache: true + cache-dependency-glob: "uv.lock" - - name: Install uv - run: | - curl -LsSf https://astral.sh/uv/install.sh | sh - echo "$HOME/.cargo/bin" >> $GITHUB_PATH + - name: Install the project + run: uv sync --locked --all-extras --dev - name: Run lint checks - run: ./dev/lint.sh + run: make lint diff --git a/.gitignore b/.gitignore index 5d98269..bb77da7 100644 --- a/.gitignore +++ b/.gitignore @@ -120,3 +120,8 @@ a.md # Ignore a gunicorn config file gunicorn.conf.py + +# ignore version file +src/databricks/labs/mcp/_version.py + +.ruff_cache/ \ No newline at end of file diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index f2ba038..9832ffe 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -10,11 +10,10 @@ before sending a pull request. For smaller changes (e.g. fixing a bug, adding a ### Running tests -First, install test requirements from within the directory of the server you're working on: +First, install all requirements from within the directory of the server you're working on: ```bash uv sync -uv pip install --group dev ``` To run tests: @@ -25,7 +24,8 @@ uv run pytest tests To run and fix lint errors, run the following from the repo root directory: ```bash -./dev/lint.sh --fix +make fmt # to format code +make lint # to run linters ``` ### Guidelines for MCP servers diff --git a/Makefile b/Makefile new file mode 100644 index 0000000..0e891b4 --- /dev/null +++ b/Makefile @@ -0,0 +1,7 @@ +fmt: + uv run black . + uv run ruff check . --fix + +lint: + uv run black . --check + uv run ruff check . \ No newline at end of file diff --git a/README.md b/README.md index d4795f8..3ee76a5 100644 --- a/README.md +++ b/README.md @@ -2,25 +2,46 @@ ![Test Status](https://github.com/databrickslabs/mcp/actions/workflows/unit_tests.yml/badge.svg) +Table of Contents +================= + +- [Databricks MCP servers](#databricks-mcp-servers) +- [Table of Contents](#table-of-contents) + - [Overview](#overview) + - [Unity Catalog Server](#unity-catalog-server) + - [Overview](#overview-1) + - [Usage](#usage) + - [Supported tools](#supported-tools) + - [Developer Tools Server](#developer-tools-server) + - [Support](#support) + - [Contributing](#contributing) + ## Overview An experimental collection of [MCP](https://modelcontextprotocol.io/introduction) servers to help AI agents fetch enterprise data from Databricks, automate common developer actions on Databricks, etc: * ![status: Beta](https://img.shields.io/badge/status-Beta-yellow?style=flat-square&logo=databricks) - [Databricks Unity Catalog server](./servers/unity_catalog/README.md): Fetch data and run tools registered in from Unity Catalog, making agents aware of your enterprise data + [Databricks Unity Catalog server](#unity-catalog-server): Fetch data and run tools registered in from Unity Catalog, making agents aware of your enterprise data * ![status: Under construction](https://img.shields.io/badge/status-Under_construction-red?style=flat-square&logo=databricks) - [Databricks developer tools server](./servers/developer_tools/README.md): Perform common developer actions in Databricks, like creating and updating notebooks, running jobs, etc. This server is not yet usable, but contributions are welcome! + [Databricks developer tools server](#developer-tools-server): Perform common developer actions in Databricks, like creating and updating notebooks, running jobs, etc. This server is not yet usable, but contributions are welcome! + Note: if developing from within the Databricks product (e.g. using Databricks notebooks), we recommend using [Databricks Assistant](https://docs.databricks.com/aws/en/notebooks/databricks-assistant-faq) The set of servers and tools in this repo is fluid and will evolve over time. We welcome contributions to this repo - please first read the [contributor guidelines](CONTRIBUTING.md) to streamline the process and discover areas where help is needed. -## Usage -See the `README.md` in each server's directory for detailed instructions. -For most servers, the following steps work: +## Unity Catalog Server + +![status: Beta](https://img.shields.io/badge/status-Beta-yellow?style=flat-square&logo=databricks) + +### Overview +A Model Context Protocol server that exposes structured and unstructured data in Unity Catalog ([vector search indexes](https://docs.databricks.com/gcp/en/generative-ai/vector-search), [functions](https://docs.databricks.com/aws/en/generative-ai/agent-framework/create-custom-tool), and [Genie spaces](https://docs.databricks.com/aws/en/genie/)), as tools. + +Demo image +### Usage 1. Install [uv](https://docs.astral.sh/uv/getting-started/installation/) 1. Install Python using `uv python install 3.12` 1. [Configure Databricks credentials](https://docs.databricks.com/aws/en/dev-tools/cli/authentication) with access to the required APIs -1. Add the server to your MCP client configuration. For example, to use the Databricks Unity Catalog MCP server with Claude Desktop, add the following to your `claude_desktop_config.json`: +1. Add the server to your MCP client configuration. For example, to use this server with Claude Desktop, add the following to your `claude_desktop_config.json`: ```json { @@ -29,7 +50,7 @@ For most servers, the following steps work: "command": "/path/to/uv/executable/uv", "args": [ "--directory", - "/path/to/this/repo/servers/unity_catalog", + "/path/to/this/repo", "run", "unitycatalog-mcp", "-s", @@ -42,6 +63,20 @@ For most servers, the following steps work: } ``` +### Supported tools + +The list of tools supported by this server is dynamically inferred at startup time based on the functions and vector search indexes +within the specified Unity Catalog schema, as well as any specified Genie spaces. In particular, the server exposes +the following tools: + +* **UC Functions**: for each UC function, the server exposes a tool with the same name, arguments, and return type as the function +* **Vector search indexes**: for each vector search index, the server exposes a tool for querying that vector search index +* **Genie spaces**: for each Genie space, the server exposes tools for managing conversations and sending questions to the space + +## Developer Tools Server + +This server is currently under construction. It is not yet usable, but contributions are welcome! + ## Support Please note that all projects in the `databrickslabs` GitHub organization are provided for your exploration only, and are not formally supported by Databricks with Service Level Agreements (SLAs). They are provided AS-IS and we do not make any guarantees of any kind. Please do not submit a support ticket relating to any issues arising from the use of these projects. diff --git a/dev/lint.sh b/dev/lint.sh deleted file mode 100755 index c304a00..0000000 --- a/dev/lint.sh +++ /dev/null @@ -1,33 +0,0 @@ -#!/usr/bin/env bash -set -euo pipefail - -# Usage: ./lint.sh [--fix] - -ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" -FIX=false - -if [[ "${1:-}" == "--fix" ]]; then - FIX=true -fi - -echo "Linting Python files in servers/... with black and ruff" -uv pip install --system black ruff - -if $FIX; then - echo "šŸ›  Fixing formatting with black and ruff" - black servers/ - ruff check servers/ --fix -else - echo "šŸ” Checking formatting (without fixing)" - if ! black servers/ --check; then - echo -e "\nāŒ Black found formatting issues. To fix them, run:" - echo " ./dev/lint.sh --fix" - exit 1 - fi - - if ! ruff check servers/; then - echo -e "\nāŒ Ruff found issues. To fix them, run:" - echo " ./dev/lint.sh --fix" - exit 1 - fi -fi diff --git a/servers/unity_catalog/docs/images/demo.png b/docs/images/demo.png similarity index 100% rename from servers/unity_catalog/docs/images/demo.png rename to docs/images/demo.png diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..4ca266e --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,70 @@ +[project] + +name = "databricks-labs-mcp" +dynamic = ["version", "readme"] +description = "Databricks MCP servers" +authors = [{ name = "renardeinside", email = "polarpersonal@gmail.com" }] +requires-python = ">=3.10" +keywords = ["databricks", "unity catalog", "mcp", "agents", "llm", "automation", "genie"] + +dependencies = [ + "mcp>=1.2.1", + "pydantic>=2.10.6", + "pydantic-settings>=2.7.1", + "unitycatalog-ai>=0.1.0", + "databricks-sdk>=0.49.0", + "databricks-openai>=0.3.1", +] +license-files = ["LICENSE", "NOTICE"] + +[tool.uv] +dev-dependencies = [ + "black>=25.1.0", + "pyright>=1.1.393", + "ruff>=0.9.4", + "pytest>=8.3.4", + "isort>=6.0.1", +] + +[project.scripts] +unitycatalog-mcp = "databricks.labs.mcp.servers.unity_catalog:main" + +[build-system] +requires = ["hatchling", "hatch-fancy-pypi-readme", "hatch-vcs"] +build-backend = "hatchling.build" + +# for compatability with databricks.labs.* layout +[tool.hatch.build] +sources = ["src"] +include = ["src"] + + +[tool.hatch.version] +source = "vcs" + +[tool.hatch.build.hooks.vcs] +version-file = "src/databricks/labs/mcp/_version.py" + + +[tool.hatch.metadata.hooks.fancy-pypi-readme] +content-type = "text/markdown" + +[[tool.hatch.metadata.hooks.fancy-pypi-readme.fragments]] +path = "README.md" + +[[tool.hatch.metadata.hooks.fancy-pypi-readme.substitutions]] +# replace relative links with absolute links +pattern = '\[(.+?)\]\(((?!https?://)\S+?)\)' +replacement = '[\1](https://github.com/databrickslabs/mcp/tree/main/\g<2>)' + +[[tool.hatch.metadata.hooks.fancy-pypi-readme.substitutions]] +# replace relative image links with absolute links +pattern = '' +replacement = '>' + + +[tool.pytest.ini_options] +testpaths = ["tests"] +python_files = "test_*.py" +python_classes = "Test*" +python_functions = "test_*" diff --git a/servers/developer_tools/README.md b/servers/developer_tools/README.md deleted file mode 100644 index a261a5f..0000000 --- a/servers/developer_tools/README.md +++ /dev/null @@ -1,34 +0,0 @@ -# Databricks developer tools MCP server -![status: Under Construction](https://img.shields.io/badge/status-Under_Construction-red?style=flat-square&logo=databricks) - -## šŸš§ Work in Progress šŸš§ -**This server is still under initial development and is not yet usable. Contributions are welcome!** - -## Overview -A Model Context Protocol server that exposes common Databricks developer actions as tools. - -## Usage -1. Install [uv](https://docs.astral.sh/uv/getting-started/installation/) -1. Install Python using `uv python install 3.12` -1. [Configure Databricks credentials](https://docs.databricks.com/aws/en/dev-tools/cli/authentication) with access to the required APIs -1. Add the server to your MCP client configuration. For example, to use this server with Claude Desktop, add the following to your `claude_desktop_config.json`: - -```json -{ - "mcpServers": { - "databricks_developer_tools": { - "command": "/path/to/uv/executable/uv", - "args": [ - "--directory", - "/path/to/this/repo/servers/developer_tools", - "run", - "databricks-developer-tools" - ] - } - } -} -``` - -## Supported tools - -TODO: add a list here diff --git a/servers/unity_catalog/README.md b/servers/unity_catalog/README.md deleted file mode 100644 index 28aa33c..0000000 --- a/servers/unity_catalog/README.md +++ /dev/null @@ -1,44 +0,0 @@ -# Databricks Unity Catalog MCP server -![status: Beta](https://img.shields.io/badge/status-Beta-yellow?style=flat-square&logo=databricks) - -## Overview -A Model Context Protocol server that exposes structured and unstructured data in Unity Catalog ([vector search indexes](https://docs.databricks.com/gcp/en/generative-ai/vector-search), [functions](https://docs.databricks.com/aws/en/generative-ai/agent-framework/create-custom-tool), and -[Genie spaces](https://docs.databricks.com/aws/en/genie/)), as tools. - -Demo image - -## Usage -1. Install [uv](https://docs.astral.sh/uv/getting-started/installation/) -1. Install Python using `uv python install 3.12` -1. [Configure Databricks credentials](https://docs.databricks.com/aws/en/dev-tools/cli/authentication) with access to the required APIs -1. Add the server to your MCP client configuration. For example, to use this server with Claude Desktop, add the following to your `claude_desktop_config.json`: - -```json -{ - "mcpServers": { - "databricks_unity_catalog": { - "command": "/path/to/uv/executable/uv", - "args": [ - "--directory", - "/path/to/this/repo/servers/unity_catalog", - "run", - "unitycatalog-mcp", - "-s", - "your_catalog.your_schema", - "-g", - "genie_space_id_1,genie_space_id_2" - ] - } - } -} -``` - -## Supported tools - -The list of tools supported by this server is dynamically inferred at startup time based on the functions and vector search indexes -within the specified Unity Catalog schema, as well as any specified Genie spaces. In particular, the server exposes -the following tools: - -* **UC Functions**: for each UC function, the server exposes a tool with the same name, arguments, and return type as the function -* **Vector search indexes**: for each vector search index, the server exposes a tool for querying that vector search index -* **Genie spaces**: for each Genie space, the server exposes tools for managing conversations and sending questions to the space diff --git a/servers/unity_catalog/pyproject.toml b/servers/unity_catalog/pyproject.toml deleted file mode 100644 index d4ac565..0000000 --- a/servers/unity_catalog/pyproject.toml +++ /dev/null @@ -1,42 +0,0 @@ -[project] -name = "unitycatalog-mcp" -version = "0.1.0" -description = "An MCP (Model Context Protocol) server for retrieving data and executing functions in Unity Catalog." -readme = "README.md" -requires-python = ">=3.10" -keywords = ["databricks", "unity catalog", "mcp", "agents", "llm", "automation", "genie"] -license = { text = "Databricks License" } -classifiers = [ - "Development Status :: 4 - Beta", - "Intended Audience :: Developers", - "Programming Language :: Python :: 3", - "Programming Language :: Python :: 3.10", -] -dependencies = [ - "mcp>=1.2.1", - "pydantic>=2.10.6", - "pydantic-settings>=2.7.1", - "unitycatalog-ai>=0.1.0", - "databricks-sdk>=0.49.0", - "databricks-openai>=0.3.1", -] - -[project.scripts] -unitycatalog-mcp = "unitycatalog_mcp:main" - -[build-system] -requires = ["hatchling"] -build-backend = "hatchling.build" - -[tool.uv] -dev-dependencies = [ - "pyright>=1.1.393", - "ruff>=0.9.4", - "pytest>=8.3.4", -] - -[tool.pytest.ini_options] -testpaths = ["tests"] -python_files = "test_*.py" -python_classes = "Test*" -python_functions = "test_*" diff --git a/servers/unity_catalog/src/unitycatalog_mcp/__main__.py b/servers/unity_catalog/src/unitycatalog_mcp/__main__.py deleted file mode 100644 index edab862..0000000 --- a/servers/unity_catalog/src/unitycatalog_mcp/__main__.py +++ /dev/null @@ -1,5 +0,0 @@ -from unitycatalog_mcp import main - - -if __name__ == "__main__": - main() diff --git a/servers/unity_catalog/src/unitycatalog_mcp/version.py b/servers/unity_catalog/src/unitycatalog_mcp/version.py deleted file mode 100644 index 0ed25e6..0000000 --- a/servers/unity_catalog/src/unitycatalog_mcp/version.py +++ /dev/null @@ -1,3 +0,0 @@ -import importlib.metadata - -VERSION = importlib.metadata.version("unitycatalog-mcp") diff --git a/src/databricks/__init__.py b/src/databricks/__init__.py new file mode 100644 index 0000000..3ffb9c3 --- /dev/null +++ b/src/databricks/__init__.py @@ -0,0 +1,3 @@ +# DO NOT ADD ANYTHING ELSE TO THIS FILE FOR COMPATIBILITY WITH OTHER databricks.labs.* PACKAGES +# SEE https://packaging.python.org/guides/packaging-namespace-packages/#pkgutil-style-namespace-packages +__path__ = __import__("pkgutil").extend_path(__path__, __name__) diff --git a/src/databricks/labs/__init__.py b/src/databricks/labs/__init__.py new file mode 100644 index 0000000..3ffb9c3 --- /dev/null +++ b/src/databricks/labs/__init__.py @@ -0,0 +1,3 @@ +# DO NOT ADD ANYTHING ELSE TO THIS FILE FOR COMPATIBILITY WITH OTHER databricks.labs.* PACKAGES +# SEE https://packaging.python.org/guides/packaging-namespace-packages/#pkgutil-style-namespace-packages +__path__ = __import__("pkgutil").extend_path(__path__, __name__) diff --git a/src/databricks/labs/mcp/servers/__init__.py b/src/databricks/labs/mcp/servers/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/src/databricks/labs/mcp/servers/developer_tools/Dockerfile b/src/databricks/labs/mcp/servers/developer_tools/Dockerfile new file mode 100644 index 0000000..8d9d8be --- /dev/null +++ b/src/databricks/labs/mcp/servers/developer_tools/Dockerfile @@ -0,0 +1,24 @@ +FROM ghcr.io/astral-sh/uv:python3.12-bookworm-slim + +# Set the working directory in the container +WORKDIR /app + +# Copy package configuration and requirements +COPY ./pyproject.toml ./pyproject.toml +COPY ./uv.lock ./uv.lock +COPY ./README.md ./README.md + +# Copy the package code +COPY ./src ./src + +# Make port 8000 available to the world outside this container +# (MCP servers typically run on port 8000 by default) +EXPOSE 8000 + +# Define environment variables (these will be overridden by docker run -e flags) +ENV DATABRICKS_HOST="" +ENV DATABRICKS_TOKEN="" +ENV DATABRICKS_HTTP_PATH="" + +# Run the module properly +CMD ["uv", "run", "developer-tools-mcp"] \ No newline at end of file diff --git a/servers/unity_catalog/LICENSE b/src/databricks/labs/mcp/servers/developer_tools/LICENSE similarity index 100% rename from servers/unity_catalog/LICENSE rename to src/databricks/labs/mcp/servers/developer_tools/LICENSE diff --git a/src/databricks/labs/mcp/servers/developer_tools/README.md b/src/databricks/labs/mcp/servers/developer_tools/README.md new file mode 100644 index 0000000..f5624a5 --- /dev/null +++ b/src/databricks/labs/mcp/servers/developer_tools/README.md @@ -0,0 +1,122 @@ +# Databricks developer tools MCP server +![status: Under Construction](https://img.shields.io/badge/status-Under_Construction-red?style=flat-square&logo=databricks) + +## šŸš§ Work in Progress šŸš§ +**This server is still under initial development and is not yet usable. Contributions are welcome!** + +## Overview +A Model Context Protocol server that exposes common Databricks developer actions as tools. + +## Usage +1. [Configure Databricks credentials](https://docs.databricks.com/aws/en/dev-tools/cli/authentication) with access to the required APIs +1. Add the server to your MCP client configuration. For example: + +
+Using uv + +1. Install [uv](https://docs.astral.sh/uv/getting-started/installation/) +1. Install Python using `uv python install 3.12` +1. Clone this repo `git clone https://github.com/databrickslabs/mcp.git` +1. Create a file named `.env` +1. Add to your `claude_desktop_config.json`: + +```json +{ + "mcpServers": { + "databricks-developer-tools": { + "command": "uv", + "args": [ + "run", + "--directory", + "path/to/developer/tools/folder", + "--env-file", + "path/to/envfile/.env", + "developer-tools-mcp" + ] + } + } +} +``` + +Create the file named `.env` with the following content: + +``` +DATABRICKS_HOST=dbc-123abc45-6def.cloud.databricks.com +DATABRICKS_TOKEN=dapi123456789abcdef +DATABRICKS_HTTP_PATH=/sql/1.0/warehouses/abc123def456ghi +``` + +
+ +
+Using docker + +### Build the image + +```docker build -t databricks-mcp-dev-tools .``` + +Then update your `claude_desktop_config.json`: + +```json +{ + "mcpServers": { + "databricks_developer_tools": { + "command": "docker", + "args": [ + "run", + "--rm", + "-i", + "-e", + "DATABRICKS_HOST=", + "-e", + "DATABRICKS_TOKEN=", + "-e", + "DATABRICKS_HTTP_PATH=", + "databricks-mcp-dev-tools" + ] + } + } +} +``` +
+ +
+Using pip + +```json +{ + "mcpServers": { + "databricks_developer_tools": { + "command": "python", + "args": [ + "/path/to/databricks-developer-tools/src/developer_tools_mcp" + ], + "env": { + "DATABRICKS_HOST": "", + "DATABRICKS_TOKEN": "", + "DATABRICKS_HTTP_PATH": "" + } + } + } +} +``` + +
+ +## Supported tools + +The following tools are currently implemented and available: + +### Jobs Management +- **list_jobs**: Lists all jobs in the workspace with basic information like job ID, name, and creator. +- **get_job**: Gets detailed information about a specific job by ID. + +### SQL Querying +- **run_sql_query**: Executes SQL queries on Databricks SQL warehouse and returns results as a markdown table. Useful for data exploration and extraction. + +### Connection Testing +- **test_connection**: Tests connectivity to both the Databricks API and SQL warehouse to verify your credentials and configuration. + +## TODO: +- Publish the MCP as pypi package to avoid cloning the repo when using uv. +- Publish Docker image to dockerHub to avoid building the image when using docker. diff --git a/src/databricks/labs/mcp/servers/developer_tools/pyproject.toml b/src/databricks/labs/mcp/servers/developer_tools/pyproject.toml new file mode 100644 index 0000000..3428e5d --- /dev/null +++ b/src/databricks/labs/mcp/servers/developer_tools/pyproject.toml @@ -0,0 +1,21 @@ +[project] +name = "developer-tools-mcp" +version = "0.0.1" +description = "MCP server for Databricks developer tools" +readme = "README.md" +requires-python = ">=3.10" +dependencies = [ + "mcp>=1.0.0", + "databricks-sql-connector>=2.4.0", + "requests>=2.31.0", + "packaging>=23.0", + "databricks-sdk", + "pyarrow" +] + +[project.scripts] +developer-tools-mcp = "developer_tools_mcp:main" + +[build-system] +requires = ["hatchling"] +build-backend = "hatchling.build" \ No newline at end of file diff --git a/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/__init__.py b/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/__init__.py new file mode 100644 index 0000000..0b2410c --- /dev/null +++ b/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/__init__.py @@ -0,0 +1,20 @@ +import sys +from traceback import format_exc +from developer_tools_mcp.server import start +from developer_tools_mcp.version import VERSION + +from databricks.sdk.config import with_user_agent_extra + + +def main() -> None: + import asyncio + + with_user_agent_extra(key="developer-tools-mcp", value=VERSION) + asyncio.run(start()) + + +if __name__ == "__main__": + try: + main() + except Exception as _: + print(format_exc(), file=sys.stderr) \ No newline at end of file diff --git a/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/__main__.py b/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/__main__.py new file mode 100644 index 0000000..521134b --- /dev/null +++ b/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/__main__.py @@ -0,0 +1,5 @@ +from developer_tools_mcp import main + + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/server.py b/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/server.py new file mode 100644 index 0000000..9afd20c --- /dev/null +++ b/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/server.py @@ -0,0 +1,61 @@ +import logging +import collections + +from mcp.server import NotificationOptions, Server +from mcp.server.stdio import stdio_server +from mcp.types import Tool as ToolSpec + +from developer_tools_mcp.tools import list_all_tools +from developer_tools_mcp.tools.base_tool import BaseTool +from developer_tools_mcp.version import VERSION + +# The logger instance for this module. +LOGGER = logging.getLogger(__name__) + + +def _warn_if_duplicate_tool_names(tools: list[BaseTool]): + tool_names = [tool.tool_spec.name for tool in tools] + duplicate_tool_names = [ + item for item, count in collections.Counter(tool_names).items() if count > 1 + ] + if duplicate_tool_names: + LOGGER.warning( + f"Duplicate tool names detected: {duplicate_tool_names}. " + f"For each duplicate tool name, picking one of the tools with that name." + ) + + +def get_tools_dict() -> dict[str, BaseTool]: + """ + Returns a dictionary of all tools with their names as keys and tool objects as values. + """ + # Collect all tools from different modules + all_tools = list_all_tools() + + # Add additional tools here as they become available + # all_tools.extend(other_module_tools()) + + _warn_if_duplicate_tool_names(all_tools) + return {tool.tool_spec.name: tool for tool in all_tools} + + +async def start() -> None: + server = Server(name="mcp-developer-tools", version=VERSION) + tools_dict = get_tools_dict() + + @server.list_tools() + async def list_tools() -> list[ToolSpec]: + return [tool.tool_spec for tool in tools_dict.values()] + + @server.call_tool() + async def call_tool(name: str, arguments: dict) -> list: + tool = tools_dict[name] + return tool.execute(**arguments) + + options = server.create_initialization_options( + notification_options=NotificationOptions( + resources_changed=True, tools_changed=True + ) + ) + async with stdio_server() as (read_stream, write_stream): + await server.run(read_stream, write_stream, options, raise_exceptions=True) \ No newline at end of file diff --git a/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/tools/__init__.py b/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/tools/__init__.py new file mode 100644 index 0000000..aef47d6 --- /dev/null +++ b/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/tools/__init__.py @@ -0,0 +1,20 @@ +from typing import TypeAlias, Union +from mcp.types import ( + TextContent, + ImageContent, + EmbeddedResource, +) + +from developer_tools_mcp.tools.jobs import list_jobs_tool +from developer_tools_mcp.tools.test_connection import test_connection_tool +from developer_tools_mcp.tools.sql_query import sql_query_tool + +Content: TypeAlias = Union[TextContent, ImageContent, EmbeddedResource] + + +def list_all_tools(): + tools = [] + tools.extend(list_jobs_tool()) + tools.extend(test_connection_tool()) + tools.extend(sql_query_tool()) + return tools \ No newline at end of file diff --git a/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/tools/base_tool.py b/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/tools/base_tool.py new file mode 100644 index 0000000..2603d9c --- /dev/null +++ b/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/tools/base_tool.py @@ -0,0 +1,13 @@ +from mcp.types import Tool as ToolSpec + +# Define a new abstract class for a tool +from abc import ABC, abstractmethod + + +class BaseTool(ABC): + def __init__(self, tool_spec: ToolSpec): + self.tool_spec = tool_spec + + @abstractmethod + def execute(self, **kwargs): + pass \ No newline at end of file diff --git a/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/tools/jobs.py b/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/tools/jobs.py new file mode 100644 index 0000000..ce37ac0 --- /dev/null +++ b/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/tools/jobs.py @@ -0,0 +1,84 @@ +import os +import functools +import time +import json +import logging +from typing import Union +from pydantic import BaseModel, Field +from pydantic.json import pydantic_encoder + +from databricks.sdk import WorkspaceClient +from databricks.sdk.service import jobs +from mcp.types import TextContent, Tool as ToolSpec + +from developer_tools_mcp.tools.base_tool import BaseTool + +# Logger +LOGGER = logging.getLogger(__name__) + +# --- Input Schemas --- + +class ListJobsInput(BaseModel): + pass + + +class GetJobInput(BaseModel): + job_id: int + +# --- Tool Implementations --- + +def _list_jobs(client, args) -> list[TextContent]: + model = ListJobsInput.model_validate(args) + + jobs = client.jobs.list() + # iterator to json + jobs_json = [job.as_dict() for job in jobs] + return [ + TextContent( + type="text", + text=json.dumps(jobs_json), + ) + ] + +def _get_job(client, args) -> list[TextContent]: + model = GetJobInput.model_validate(args) + job = client.jobs.get(model.job_id) + + return [ + TextContent( + type="text", + text=json.dumps(job.as_dict()), + ) + ] + +# --- Tool Registry --- + +class JobsTool(BaseTool): + def __init__(self, name, description, input_schema, func): + self.func = func + tool_spec = ToolSpec( + name=name, + description=description, + inputSchema=input_schema, + ) + super().__init__(tool_spec) + + def execute(self, **kwargs): + return self.func(client=WorkspaceClient( + host=os.getenv("DATABRICKS_HOST"), + token=os.getenv("DATABRICKS_TOKEN") + ), args=kwargs) + +def list_jobs_tool() -> list[JobsTool]: + return [JobsTool( + name="list_jobs", + description="List all jobs in the workspace.", + input_schema=ListJobsInput.model_json_schema(), + func=_list_jobs, + ), + JobsTool( + name="get_job", + description="Get a job by ID.", + input_schema=GetJobInput.model_json_schema(), + func=_get_job, + )] \ No newline at end of file diff --git a/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/tools/sql_query.py b/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/tools/sql_query.py new file mode 100644 index 0000000..295f1fe --- /dev/null +++ b/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/tools/sql_query.py @@ -0,0 +1,111 @@ +import os +import json +import logging +from typing import Union +from pydantic import BaseModel, Field +from pydantic.json import pydantic_encoder + +from databricks.sql import connect +from mcp.types import TextContent, Tool as ToolSpec + +from developer_tools_mcp.tools.base_tool import BaseTool + +# Logger +LOGGER = logging.getLogger(__name__) + +# --- Input Schemas --- + +class SqlQueryInput(BaseModel): + query: str = Field(..., description="The SQL query to execute") + + +# --- Tool Implementations --- + +def _run_sql_query(client, args) -> list[TextContent]: + model = SqlQueryInput.model_validate(args) + + try: + # Connect to SQL warehouse + if not all([os.getenv("DATABRICKS_HOST"), os.getenv("DATABRICKS_TOKEN"), os.getenv("DATABRICKS_HTTP_PATH")]): + raise ValueError("Missing required Databricks connection details in environment variables") + + sql_connection = connect( + server_hostname=os.getenv("DATABRICKS_HOST"), + http_path=os.getenv("DATABRICKS_HTTP_PATH"), + access_token=os.getenv("DATABRICKS_TOKEN") + ) + + cursor = sql_connection.cursor() + result = cursor.execute(model.query) + + if result.description: + columns = [col[0] for col in result.description] + rows = result.fetchall() + + if not rows: + cursor.close() + sql_connection.close() + return [ + TextContent( + type="text", + text="Query executed successfully. No results returned." + ) + ] + + # Format as markdown table + table = "| " + " | ".join(columns) + " |\n" + table += "| " + " | ".join(["---" for _ in columns]) + " |\n" + for row in rows: + table += "| " + " | ".join([str(cell) for cell in row]) + " |\n" + + cursor.close() + sql_connection.close() + + return [ + TextContent( + type="text", + text=table + ) + ] + else: + cursor.close() + sql_connection.close() + return [ + TextContent( + type="text", + text="Query executed successfully. No results returned." + ) + ] + + except Exception as e: + LOGGER.error(f"Error executing SQL query: {e}") + return [ + TextContent( + type="text", + text=f"Error executing SQL query: {str(e)}" + ) + ] + + +# --- Tool Registry --- + +class SqlQueryTool(BaseTool): + def __init__(self, name, description, input_schema, func): + self.func = func + tool_spec = ToolSpec( + name=name, + description=description, + inputSchema=input_schema, + ) + super().__init__(tool_spec) + + def execute(self, **kwargs): + return self.func(client=None, args=kwargs) + +def sql_query_tool() -> list[SqlQueryTool]: + return [SqlQueryTool( + name="run_sql_query", + description="Execute SQL queries on Databricks SQL warehouse and return results as a markdown table.", + input_schema=SqlQueryInput.model_json_schema(), + func=_run_sql_query, + )] diff --git a/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/tools/test_connection.py b/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/tools/test_connection.py new file mode 100644 index 0000000..299d4eb --- /dev/null +++ b/src/databricks/labs/mcp/servers/developer_tools/src/developer_tools_mcp/tools/test_connection.py @@ -0,0 +1,115 @@ +import os +import json +import logging +import requests +from typing import Union, Dict +from pydantic import BaseModel + +from databricks.sdk import WorkspaceClient +from databricks.sql import connect +from mcp.types import TextContent, Tool as ToolSpec + +from developer_tools_mcp.tools.base_tool import BaseTool + +# Logger +LOGGER = logging.getLogger(__name__) + +# --- Input Schemas --- + +class TestConnectionInput(BaseModel): + pass + +# --- Tool Implementations --- + +def _test_connection(client, args) -> list[TextContent]: + model = TestConnectionInput.model_validate(args) + + results = { + "databricks_api": False, + "sql_warehouse": False, + "host": os.getenv("DATABRICKS_HOST", "Not set"), + "token": os.getenv("DATABRICKS_TOKEN", "Not set"), + "http_path": os.getenv("DATABRICKS_HTTP_PATH", "Not set"), + "details": {} + } + + # Test 1: Databricks API + try: + # Test Databricks API access + me = client.current_user.me() + results["databricks_api"] = True + results["details"]["current_user"] = me.user_name + results["details"]["user_info"] = me.as_dict() + except Exception as e: + LOGGER.error(f"Error connecting to Databricks API: {e}") + results["details"]["api_error"] = str(e) + + # Test 2: Databricks SQL Warehouse + if "Not set" not in [results["host"], results["token"], results["http_path"]]: + try: + # Connect to SQL warehouse and execute a simple query + sql_connection = connect( + server_hostname=os.getenv("DATABRICKS_HOST"), + http_path=os.getenv("DATABRICKS_HTTP_PATH"), + access_token=os.getenv("DATABRICKS_TOKEN"), + _socket_timeout=10 #TODO: This is not actually timing out the connection + ) + cursor = sql_connection.cursor() + cursor.execute("SELECT 1 AS test_value") + result = cursor.fetchall() + cursor.close() + sql_connection.close() + + results["sql_warehouse"] = True + results["details"]["sql_test_query"] = "Successfully executed test query: SELECT 1" + results["details"]["sql_result"] = str(result) + + + except Exception as e: + LOGGER.error(f"Error connecting to Databricks SQL Warehouse: {e}") + results["details"]["sql_error"] = str(e) + + # Summarize overall status + if results["databricks_api"]: + if results.get("sql_warehouse", False): + results["status"] = "Success" + results["message"] = "All connections successful" + else: + results["status"] = "Partial Success" + results["message"] = "API connected, but SQL Warehouse connection failed" + else: + results["status"] = "Failed" + results["message"] = "Unable to connect to Databricks" + + return [ + TextContent( + type="text", + text=json.dumps(results), + ) + ] + +# --- Tool Registry --- + +class TestConnectionTool(BaseTool): + def __init__(self, name, description, input_schema, func): + 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servers/unity_catalog/src/unitycatalog_mcp/__init__.py rename to src/databricks/labs/mcp/servers/unity_catalog/__init__.py index 1b0a65b..e2f3f7e 100644 --- a/servers/unity_catalog/src/unitycatalog_mcp/__init__.py +++ b/src/databricks/labs/mcp/servers/unity_catalog/__init__.py @@ -1,7 +1,7 @@ import sys from traceback import format_exc -from unitycatalog_mcp.server import start -from unitycatalog_mcp.version import VERSION +from databricks.labs.mcp.servers.unity_catalog.server import start +from databricks.labs.mcp._version import __version__ as VERSION from databricks.sdk.config import with_user_agent_extra diff --git a/src/databricks/labs/mcp/servers/unity_catalog/__main__.py b/src/databricks/labs/mcp/servers/unity_catalog/__main__.py new file mode 100644 index 0000000..21e0fe7 --- /dev/null +++ b/src/databricks/labs/mcp/servers/unity_catalog/__main__.py @@ -0,0 +1,5 @@ +from databricks.labs.mcp.servers.unity_catalog import main + + +if __name__ == "__main__": + main() diff --git a/servers/unity_catalog/src/unitycatalog_mcp/cli.py b/src/databricks/labs/mcp/servers/unity_catalog/cli.py similarity index 100% rename from servers/unity_catalog/src/unitycatalog_mcp/cli.py rename to src/databricks/labs/mcp/servers/unity_catalog/cli.py diff --git a/servers/unity_catalog/src/unitycatalog_mcp/server.py b/src/databricks/labs/mcp/servers/unity_catalog/server.py similarity index 88% rename from servers/unity_catalog/src/unitycatalog_mcp/server.py rename to src/databricks/labs/mcp/servers/unity_catalog/server.py index 100b7e4..6a96b3a 100644 --- a/servers/unity_catalog/src/unitycatalog_mcp/server.py +++ b/src/databricks/labs/mcp/servers/unity_catalog/server.py @@ -4,15 +4,15 @@ from mcp.server import NotificationOptions, Server from mcp.server.stdio import stdio_server from mcp.types import Tool as ToolSpec -from unitycatalog_mcp.tools import ( +from databricks.labs.mcp.servers.unity_catalog.tools import ( list_all_tools, Content, ) -from unitycatalog_mcp.cli import get_settings +from databricks.labs.mcp.servers.unity_catalog.cli import get_settings -from unitycatalog_mcp.tools.base_tool import BaseTool -from unitycatalog_mcp.version import VERSION +from databricks.labs.mcp.servers.unity_catalog.tools.base_tool import BaseTool +from databricks.labs.mcp._version import __version__ as VERSION # The logger instance for this module. LOGGER = logging.getLogger(__name__) diff --git a/servers/unity_catalog/src/unitycatalog_mcp/tools/__init__.py b/src/databricks/labs/mcp/servers/unity_catalog/tools/__init__.py similarity index 55% rename from servers/unity_catalog/src/unitycatalog_mcp/tools/__init__.py rename to src/databricks/labs/mcp/servers/unity_catalog/tools/__init__.py index 567b08f..87c6c80 100644 --- a/servers/unity_catalog/src/unitycatalog_mcp/tools/__init__.py +++ b/src/databricks/labs/mcp/servers/unity_catalog/tools/__init__.py @@ -5,9 +5,13 @@ EmbeddedResource, ) -from unitycatalog_mcp.tools.genie import list_genie_tools -from unitycatalog_mcp.tools.functions import list_uc_function_tools -from unitycatalog_mcp.tools.vector_search import list_vector_search_tools +from databricks.labs.mcp.servers.unity_catalog.tools.genie import list_genie_tools +from databricks.labs.mcp.servers.unity_catalog.tools.functions import ( + list_uc_function_tools, +) +from databricks.labs.mcp.servers.unity_catalog.tools.vector_search import ( + list_vector_search_tools, +) Content: TypeAlias = Union[TextContent, ImageContent, EmbeddedResource] diff --git a/servers/unity_catalog/src/unitycatalog_mcp/tools/base_tool.py b/src/databricks/labs/mcp/servers/unity_catalog/tools/base_tool.py similarity index 100% rename from servers/unity_catalog/src/unitycatalog_mcp/tools/base_tool.py rename to src/databricks/labs/mcp/servers/unity_catalog/tools/base_tool.py diff --git a/servers/unity_catalog/src/unitycatalog_mcp/tools/functions.py b/src/databricks/labs/mcp/servers/unity_catalog/tools/functions.py similarity index 95% rename from servers/unity_catalog/src/unitycatalog_mcp/tools/functions.py rename to src/databricks/labs/mcp/servers/unity_catalog/tools/functions.py index 8e7a46a..4ce14f7 100644 --- a/servers/unity_catalog/src/unitycatalog_mcp/tools/functions.py +++ b/src/databricks/labs/mcp/servers/unity_catalog/tools/functions.py @@ -1,7 +1,7 @@ import logging from mcp.types import Tool as ToolSpec, TextContent -from unitycatalog_mcp.tools.base_tool import BaseTool +from databricks.labs.mcp.servers.unity_catalog.tools.base_tool import BaseTool from unitycatalog.ai.core.databricks import DatabricksFunctionClient from databricks_openai import UCFunctionToolkit diff --git a/servers/unity_catalog/src/unitycatalog_mcp/tools/genie.py b/src/databricks/labs/mcp/servers/unity_catalog/tools/genie.py similarity index 99% rename from servers/unity_catalog/src/unitycatalog_mcp/tools/genie.py rename to src/databricks/labs/mcp/servers/unity_catalog/tools/genie.py index 9e7ffe1..0a46d8f 100644 --- a/servers/unity_catalog/src/unitycatalog_mcp/tools/genie.py +++ b/src/databricks/labs/mcp/servers/unity_catalog/tools/genie.py @@ -9,7 +9,7 @@ from databricks.sdk import WorkspaceClient from mcp.types import TextContent, Tool as ToolSpec -from unitycatalog_mcp.tools.base_tool import BaseTool +from databricks.labs.mcp.servers.unity_catalog.tools.base_tool import BaseTool # Logger LOGGER = logging.getLogger(__name__) diff --git a/servers/unity_catalog/src/unitycatalog_mcp/tools/vector_search.py b/src/databricks/labs/mcp/servers/unity_catalog/tools/vector_search.py similarity index 96% rename from servers/unity_catalog/src/unitycatalog_mcp/tools/vector_search.py rename to src/databricks/labs/mcp/servers/unity_catalog/tools/vector_search.py index cbcbf72..3431091 100644 --- a/servers/unity_catalog/src/unitycatalog_mcp/tools/vector_search.py +++ b/src/databricks/labs/mcp/servers/unity_catalog/tools/vector_search.py @@ -7,7 +7,7 @@ from mcp.types import Tool as ToolSpec, TextContent -from unitycatalog_mcp.tools.base_tool import BaseTool +from databricks.labs.mcp.servers.unity_catalog.tools.base_tool import BaseTool class VectorSearchTool(BaseTool): diff --git a/servers/unity_catalog/tests/conftest.py b/tests/conftest.py similarity index 64% rename from servers/unity_catalog/tests/conftest.py rename to tests/conftest.py index 869fda7..0da85ea 100644 --- a/servers/unity_catalog/tests/conftest.py +++ b/tests/conftest.py @@ -1,5 +1,5 @@ import pytest -from unitycatalog_mcp.cli import get_settings, CliSettings +from databricks.labs.mcp.servers.unity_catalog.cli import get_settings, CliSettings @pytest.fixture(autouse=True) diff --git a/servers/unity_catalog/tests/test_cli.py b/tests/test_cli.py similarity index 97% rename from servers/unity_catalog/tests/test_cli.py rename to tests/test_cli.py index d131585..2c00795 100644 --- a/servers/unity_catalog/tests/test_cli.py +++ b/tests/test_cli.py @@ -2,7 +2,7 @@ import pytest from pydantic import ValidationError from unittest.mock import patch -from unitycatalog_mcp.cli import get_settings +from databricks.labs.mcp.servers.unity_catalog.cli import get_settings @pytest.mark.parametrize( diff --git a/servers/unity_catalog/tests/test_functions.py b/tests/test_functions.py similarity index 86% rename from servers/unity_catalog/tests/test_functions.py rename to tests/test_functions.py index ca8d0d1..24b6aac 100644 --- a/servers/unity_catalog/tests/test_functions.py +++ b/tests/test_functions.py @@ -1,7 +1,10 @@ from unittest import mock import pytest -from unitycatalog_mcp.tools.functions import list_uc_function_tools, UCFunctionTool +from databricks.labs.mcp.servers.unity_catalog.tools.functions import ( + list_uc_function_tools, + UCFunctionTool, +) SCHEMA_FULL_NAME = "catalog.schema" @@ -51,9 +54,13 @@ class DummySettings: @mock.patch( - "unitycatalog_mcp.tools.functions.DatabricksFunctionClient", new=DummyClient + "databricks.labs.mcp.servers.unity_catalog.tools.functions.DatabricksFunctionClient", + new=DummyClient, +) +@mock.patch( + "databricks.labs.mcp.servers.unity_catalog.tools.functions.UCFunctionToolkit", + new=DummyToolkit, ) -@mock.patch("unitycatalog_mcp.tools.functions.UCFunctionToolkit", new=DummyToolkit) def test_list_uc_function_tools(): settings = DummySettings() tools = list_uc_function_tools(settings) diff --git a/servers/unity_catalog/tests/test_genie.py b/tests/test_genie.py similarity index 87% rename from servers/unity_catalog/tests/test_genie.py rename to tests/test_genie.py index 71d784d..4257511 100644 --- a/servers/unity_catalog/tests/test_genie.py +++ b/tests/test_genie.py @@ -1,5 +1,9 @@ from pydantic import BaseModel -from unitycatalog_mcp.tools.genie import list_genie_tools, GenieTool, dump_json +from databricks.labs.mcp.servers.unity_catalog.tools.genie import ( + list_genie_tools, + GenieTool, + dump_json, +) from unittest import mock @@ -59,7 +63,10 @@ class DummyWorkspaceClient: pass -@mock.patch("unitycatalog_mcp.tools.genie.WorkspaceClient", new=DummyWorkspaceClient) +@mock.patch( + "databricks.labs.mcp.servers.unity_catalog.tools.genie.WorkspaceClient", + new=DummyWorkspaceClient, +) def test_genie_tool_execute(): mock_func = mock.Mock() mock_func.return_value = [mock.Mock(text="hello world")] diff --git a/servers/unity_catalog/tests/test_vector_search.py b/tests/test_vector_search.py similarity index 84% rename from servers/unity_catalog/tests/test_vector_search.py rename to tests/test_vector_search.py index 4cc85e0..dd25f8e 100644 --- a/servers/unity_catalog/tests/test_vector_search.py +++ b/tests/test_vector_search.py @@ -1,5 +1,5 @@ from unittest import mock -from unitycatalog_mcp.tools.vector_search import ( +from databricks.labs.mcp.servers.unity_catalog.tools.vector_search import ( _list_vector_search_tools, list_vector_search_tools, VectorSearchTool, @@ -32,9 +32,12 @@ class DummySettings: @mock.patch( - "unitycatalog_mcp.tools.vector_search.WorkspaceClient", new=DummyWorkspaceClient + "databricks.labs.mcp.servers.unity_catalog.tools.vector_search.WorkspaceClient", + new=DummyWorkspaceClient, +) +@mock.patch( + "databricks.labs.mcp.servers.unity_catalog.tools.vector_search.VectorSearchRetrieverTool" ) -@mock.patch("unitycatalog_mcp.tools.vector_search.VectorSearchRetrieverTool") def test_list_vector_search_tools_filters_and_returns_expected( MockVectorSearchRetrieverTool, ): @@ -52,7 +55,7 @@ def test_list_vector_search_tools_filters_and_returns_expected( def test_internal_list_vector_search_tools_direct(): with mock.patch( - "unitycatalog_mcp.tools.vector_search.VectorSearchRetrieverTool" + "databricks.labs.mcp.servers.unity_catalog.tools.vector_search.VectorSearchRetrieverTool" ) as MockVectorSearchRetrieverTool: MockVectorSearchRetrieverTool.side_effect = lambda index_name: mock.Mock( tool={ diff --git a/servers/unity_catalog/uv.lock b/uv.lock similarity index 60% rename from servers/unity_catalog/uv.lock rename to uv.lock index 15dac59..a5945ea 100644 --- a/servers/unity_catalog/uv.lock +++ b/uv.lock @@ -1,5 +1,4 @@ version = 1 -revision = 1 requires-python = ">=3.10" resolution-markers = [ "python_full_version >= '3.12' and sys_platform != 'win32'", @@ -12,16 +11,16 @@ resolution-markers = [ [[package]] name = "aiohappyeyeballs" -version = "2.4.4" +version = 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