# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. """ List databases FastMCP tool (Advanced with metadata cache control) This module contains the FastMCP tool for listing databases using advanced filtering with clear, unambiguous request schema and metadata cache control. """ import logging from typing import TYPE_CHECKING from fastmcp import Context from superset_core.mcp.decorators import tool, ToolAnnotations if TYPE_CHECKING: from superset.models.core import Database from superset.extensions import event_logger from superset.mcp_service.database.schemas import ( DatabaseError, DatabaseFilter, DatabaseInfo, DatabaseList, ListDatabasesRequest, serialize_database_object, ) from superset.mcp_service.mcp_core import ModelListCore from superset.mcp_service.privacy import ( DATA_MODEL_METADATA_ERROR_TYPE, requires_data_model_metadata_access, user_can_view_data_model_metadata, ) logger = logging.getLogger(__name__) _DEFAULT_LIST_DATABASES_REQUEST = ListDatabasesRequest() @tool( tags=["core"], class_permission_name="Database", annotations=ToolAnnotations( title="List databases", readOnlyHint=True, destructiveHint=False, ), ) @requires_data_model_metadata_access async def list_databases( request: ListDatabasesRequest | None = None, ctx: Context | None = None, ) -> DatabaseList | DatabaseError: """List database connections with filtering and search. Returns database metadata including name, backend type, and permissions. Sortable columns for order_column: id, database_name, changed_on, created_on """ if ctx is None: raise RuntimeError("FastMCP context is required for list_databases") request = request or _DEFAULT_LIST_DATABASES_REQUEST.model_copy(deep=True) await ctx.info( "Listing databases: page=%s, page_size=%s, search=%s" % ( request.page, request.page_size, request.search, ) ) await ctx.debug( "Database listing parameters: filters=%s, order_column=%s, " "order_direction=%s, select_columns=%s" % ( request.filters, request.order_column, request.order_direction, request.select_columns, ) ) await ctx.debug( "Metadata cache settings: use_cache=%s, refresh_metadata=%s, force_refresh=%s" % ( request.use_cache, request.refresh_metadata, request.force_refresh, ) ) if not user_can_view_data_model_metadata(): await ctx.warning("Database listing blocked by data-model privacy controls") return DatabaseError.create( error="You don't have permission to access database details for your role.", error_type=DATA_MODEL_METADATA_ERROR_TYPE, ) try: from superset.daos.database import DatabaseDAO from superset.mcp_service.common.schema_discovery import ( DATABASE_DEFAULT_COLUMNS, DATABASE_SORTABLE_COLUMNS, get_all_column_names, get_database_columns, ) # Get all column names dynamically from the model all_columns = get_all_column_names(get_database_columns()) def _serialize_database( obj: "Database | None", cols: list[str] | None ) -> DatabaseInfo | None: """Serialize database (filtering via model_serializer).""" return serialize_database_object(obj) # Create tool with standard serialization list_tool = ModelListCore( dao_class=DatabaseDAO, output_schema=DatabaseInfo, item_serializer=_serialize_database, filter_type=DatabaseFilter, default_columns=DATABASE_DEFAULT_COLUMNS, search_columns=["database_name"], list_field_name="databases", output_list_schema=DatabaseList, all_columns=all_columns, sortable_columns=DATABASE_SORTABLE_COLUMNS, logger=logger, ) with event_logger.log_context(action="mcp.list_databases.query"): result = list_tool.run_tool( filters=request.filters, search=request.search, select_columns=request.select_columns, order_column=request.order_column, order_direction=request.order_direction, page=max(request.page - 1, 0), page_size=request.page_size, created_by_me=request.created_by_me, ) await ctx.info( "Databases listed successfully: count=%s, total_count=%s, total_pages=%s" % ( len(result.databases) if hasattr(result, "databases") else 0, getattr(result, "total_count", None), getattr(result, "total_pages", None), ) ) # Apply field filtering via serialization context columns_to_filter = result.columns_requested await ctx.debug( "Applying field filtering via serialization context: columns=%s" % (columns_to_filter,) ) with event_logger.log_context(action="mcp.list_databases.serialization"): return result.model_dump( mode="json", context={"select_columns": columns_to_filter}, ) except Exception as e: await ctx.error( "Database listing failed: page=%s, page_size=%s, error=%s, error_type=%s" % ( request.page, request.page_size, str(e), type(e).__name__, ) ) raise