# 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. """MongoDB engine spec for Superset. Uses PyMongoSQL (https://github.com/passren/PyMongoSQL) as the SQLAlchemy dialect to enable SQL queries on MongoDB collections. """ from __future__ import annotations from datetime import datetime from typing import Any, Optional from sqlalchemy import types from superset.constants import TimeGrain from superset.db_engine_specs.base import BaseEngineSpec, DatabaseCategory class MongoDBEngineSpec(BaseEngineSpec): """Engine spec for MongoDB using PyMongoSQL dialect.""" engine = "mongodb" engine_name = "MongoDB" force_column_alias_quotes = False metadata = { "description": ("MongoDB is a document-oriented, operational NoSQL database."), "logo": "mongodb.png", "homepage_url": "https://www.mongodb.com/", "categories": [ DatabaseCategory.SEARCH_NOSQL, DatabaseCategory.PROPRIETARY, ], "pypi_packages": ["pymongosql"], "connection_string": ( "mongodb://{username}:{password}@{host}:{port}/{database}?mode=superset" ), "parameters": { "username": "Username for MongoDB", "password": "Password for MongoDB", "host": "MongoDB host", "port": "MongoDB port", "database": "Database name", }, "drivers": [ { "name": "MongoDB Atlas Cloud", "pypi_package": "pymongosql", "connection_string": "mongodb+srv://{username}:{password}@{host}/{database}?mode=superset", "notes": "For MongoDB Atlas cloud service.", "is_recommended": True, }, { "name": "MongoDB Cluster", "pypi_package": "pymongosql", "connection_string": "mongodb://{username}:{password}@{host}:{port}/{database}?mode=superset", "is_recommended": False, "notes": ("For self-hosted MongoDB instances."), }, ], "notes": "Uses PartiQL for SQL queries. Requires mode=superset parameter.", "docs_url": "https://github.com/passren/PyMongoSQL", } _time_grain_expressions = { None: "{col}", TimeGrain.SECOND: "DATETIME(STRFTIME('%Y-%m-%dT%H:%M:%S', {col}))", TimeGrain.MINUTE: "DATETIME(STRFTIME('%Y-%m-%dT%H:%M:00', {col}))", TimeGrain.HOUR: "DATETIME(STRFTIME('%Y-%m-%dT%H:00:00', {col}))", TimeGrain.DAY: "DATETIME({col}, 'start of day')", TimeGrain.WEEK: ( "DATETIME({col}, 'start of day', -strftime('%w', {col}) || ' days')" ), TimeGrain.MONTH: "DATETIME({col}, 'start of month')", TimeGrain.QUARTER: ( "DATETIME({col}, 'start of month', " "printf('-%d month', (strftime('%m', {col}) - 1) % 3))" ), TimeGrain.YEAR: "DATETIME({col}, 'start of year')", TimeGrain.WEEK_ENDING_SATURDAY: "DATETIME({col}, 'start of day', 'weekday 6')", TimeGrain.WEEK_ENDING_SUNDAY: "DATETIME({col}, 'start of day', 'weekday 0')", TimeGrain.WEEK_STARTING_SUNDAY: ( "DATETIME({col}, 'start of day', 'weekday 0', '-7 days')" ), TimeGrain.WEEK_STARTING_MONDAY: ( "DATETIME({col}, 'start of day', 'weekday 1', '-7 days')" ), } @classmethod def epoch_to_dttm(cls) -> str: return "datetime({col}, 'unixepoch')" @classmethod def convert_dttm( cls, target_type: str, dttm: datetime, db_extra: Optional[dict[str, Any]] = None, ) -> Optional[str]: """Convert Python datetime to MongoDB/SQL datetime string.""" sqla_type = cls.get_sqla_column_type(target_type) if isinstance( sqla_type, (types.String, types.DateTime, types.Date, types.TIMESTAMP) ): # Return ISO format datetime string for MongoDB compatibility return f"""{dttm.isoformat(sep=" ", timespec="seconds")!r}""" return None