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feat: Add a new database driver for Amazon DynamoDB (#22077)
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passren authored Nov 15, 2022
1 parent ce145c6 commit b32de3d
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1 change: 1 addition & 0 deletions setup.py
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Expand Up @@ -142,6 +142,7 @@ def get_git_sha() -> str:
"dremio": ["sqlalchemy-dremio>=1.1.5, <1.3"],
"drill": ["sqlalchemy-drill==0.1.dev"],
"druid": ["pydruid>=0.6.5,<0.7"],
"dynamodb": ["pydynamodb>=0.4.2"],
"solr": ["sqlalchemy-solr >= 0.2.0"],
"elasticsearch": ["elasticsearch-dbapi>=0.2.9, <0.3.0"],
"exasol": ["sqlalchemy-exasol >= 2.4.0, <3.0"],
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62 changes: 62 additions & 0 deletions superset/db_engine_specs/dynamodb.py
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# 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.
from datetime import datetime
from typing import Any, Dict, Optional

from superset.db_engine_specs.base import BaseEngineSpec
from superset.utils import core as utils


class DynamoDBEngineSpec(BaseEngineSpec):
engine = "dynamodb"
engine_name = "Amazon DynamoDB"

_time_grain_expressions = {
None: "{col}",
"PT1S": "DATETIME(STRFTIME('%Y-%m-%dT%H:%M:%S', {col}))",
"PT1M": "DATETIME(STRFTIME('%Y-%m-%dT%H:%M:00', {col}))",
"PT1H": "DATETIME(STRFTIME('%Y-%m-%dT%H:00:00', {col}))",
"P1D": "DATETIME({col}, 'start of day')",
"P1W": "DATETIME({col}, 'start of day', -strftime('%w', {col}) || ' days')",
"P1M": "DATETIME({col}, 'start of month')",
"P3M": (
"DATETIME({col}, 'start of month', "
"printf('-%d month', (strftime('%m', {col}) - 1) % 3))"
),
"P1Y": "DATETIME({col}, 'start of year')",
"P1W/1970-01-03T00:00:00Z": "DATETIME({col}, 'start of day', 'weekday 6')",
"P1W/1970-01-04T00:00:00Z": "DATETIME({col}, 'start of day', 'weekday 0')",
"1969-12-28T00:00:00Z/P1W": (
"DATETIME({col}, 'start of day', 'weekday 0', '-7 days')"
),
"1969-12-29T00:00:00Z/P1W": (
"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]:
tt = target_type.upper()
if tt in (utils.TemporalType.TEXT, utils.TemporalType.DATETIME):
return f"""'{dttm.isoformat(sep=" ", timespec="seconds")}'"""
return None
37 changes: 37 additions & 0 deletions tests/unit_tests/db_engine_specs/test_dynamodb.py
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# 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.
from datetime import datetime

from tests.unit_tests.fixtures.common import dttm


def test_convert_dttm(dttm: datetime) -> None:
from superset.db_engine_specs.dynamodb import DynamoDBEngineSpec

assert DynamoDBEngineSpec.convert_dttm("TEXT", dttm) == "'2019-01-02 03:04:05'"


def test_convert_dttm_lower(dttm: datetime) -> None:
from superset.db_engine_specs.dynamodb import DynamoDBEngineSpec

assert DynamoDBEngineSpec.convert_dttm("text", dttm) == "'2019-01-02 03:04:05'"


def test_convert_dttm_invalid_type(dttm: datetime) -> None:
from superset.db_engine_specs.dynamodb import DynamoDBEngineSpec

assert DynamoDBEngineSpec.convert_dttm("other", dttm) is None

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