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new 9e5876dc17 feat: add connector for Parseable (#32052)
9e5876dc17 is described below
commit 9e5876dc1739dfca5c5ffd87719cb71bb2e20b91
Author: AdheipSingh <[email protected]>
AuthorDate: Sat Feb 1 04:06:48 2025 +0530
feat: add connector for Parseable (#32052)
---
docs/docs/configuration/databases.mdx | 18 +++++
pyproject.toml | 1 +
superset/db_engine_specs/parseable.py | 84 ++++++++++++++++++++++
tests/unit_tests/db_engine_specs/test_parseable.py | 77 ++++++++++++++++++++
4 files changed, 180 insertions(+)
diff --git a/docs/docs/configuration/databases.mdx
b/docs/docs/configuration/databases.mdx
index 16fe59a434..16af4451c0 100644
--- a/docs/docs/configuration/databases.mdx
+++ b/docs/docs/configuration/databases.mdx
@@ -69,6 +69,7 @@ are compatible with Superset.
| [MySQL](/docs/configuration/databases#mysql) |
`pip install mysqlclient`
| `mysql://<UserName>:<DBPassword>@<Database Host>/<Database Name>`
|
| [OceanBase](/docs/configuration/databases#oceanbase) |
`pip install oceanbase_py`
| `oceanbase://<UserName>:<DBPassword>@<Database Host>/<Database Name>`
|
| [Oracle](/docs/configuration/databases#oracle) |
`pip install cx_Oracle`
| `oracle://`
|
+| [Parseable](/docs/configuration/databases#parseable) |
`pip install sqlalchemy-parseable`
| `parseable://<UserName>:<DBPassword>@<Database Host>/<Stream Name>`
|
| [PostgreSQL](/docs/configuration/databases#postgres) |
`pip install psycopg2`
| `postgresql://<UserName>:<DBPassword>@<Database Host>/<Database Name>`
|
| [Presto](/docs/configuration/databases#presto) |
`pip install pyhive`
| `presto://`
|
| [Rockset](/docs/configuration/databases#rockset) |
`pip install rockset-sqlalchemy`
| `rockset://<api_key>:@<api_server>`
|
@@ -1074,6 +1075,23 @@ The connection string is formatted as follows:
oracle://<username>:<password>@<hostname>:<port>
```
+#### Parseable
+
+[Parseable](https://www.parseable.io) is a distributed log analytics database
that provides SQL-like query interface for log data. The recommended connector
library is
[sqlalchemy-parseable](https://github.com/parseablehq/sqlalchemy-parseable).
+
+The connection string is formatted as follows:
+
+```
+parseable://<username>:<password>@<hostname>:<port>/<stream_name>
+```
+
+For example:
+
+```
+parseable://admin:[email protected]:443/ingress-nginx
+```
+
+Note: The stream_name in the URI represents the Parseable logstream you want
to query. You can use both HTTP (port 80) and HTTPS (port 443) connections.
#### Apache Pinot
diff --git a/pyproject.toml b/pyproject.toml
index 0dc3d3f64e..0d93f9e96f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -156,6 +156,7 @@ ocient = [
"geojson",
]
oracle = ["cx-Oracle>8.0.0, <8.1"]
+parseable = ["sqlalchemy-parseable>=0.1.3,<0.2.0"]
pinot = ["pinotdb>=5.0.0, <6.0.0"]
playwright = ["playwright>=1.37.0, <2"]
postgres = ["psycopg2-binary==2.9.6"]
diff --git a/superset/db_engine_specs/parseable.py
b/superset/db_engine_specs/parseable.py
new file mode 100644
index 0000000000..dbca211627
--- /dev/null
+++ b/superset/db_engine_specs/parseable.py
@@ -0,0 +1,84 @@
+# 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 __future__ import annotations
+
+from datetime import datetime
+from typing import Any, TYPE_CHECKING
+
+from sqlalchemy import types
+
+from superset.constants import TimeGrain
+from superset.db_engine_specs.base import BaseEngineSpec
+
+if TYPE_CHECKING:
+ from superset.connectors.sqla.models import TableColumn
+ from superset.models.core import Database
+
+
+class ParseableEngineSpec(BaseEngineSpec):
+ """Engine spec for Parseable log analytics database."""
+
+ engine = "parseable"
+ engine_name = "Parseable"
+
+ _time_grain_expressions = {
+ None: "{col}",
+ TimeGrain.SECOND: "date_trunc('second', {col})",
+ TimeGrain.MINUTE: "date_trunc('minute', {col})",
+ TimeGrain.HOUR: "date_trunc('hour', {col})",
+ TimeGrain.DAY: "date_trunc('day', {col})",
+ TimeGrain.WEEK: "date_trunc('week', {col})",
+ TimeGrain.MONTH: "date_trunc('month', {col})",
+ TimeGrain.QUARTER: "date_trunc('quarter', {col})",
+ TimeGrain.YEAR: "date_trunc('year', {col})",
+ }
+
+ @classmethod
+ def epoch_to_dttm(cls) -> str:
+ return "to_timestamp({col})"
+
+ @classmethod
+ def epoch_ms_to_dttm(cls) -> str:
+ return "to_timestamp({col} / 1000)"
+
+ @classmethod
+ def convert_dttm(
+ cls, target_type: str, dttm: datetime, db_extra: dict[str, Any] | None
= None
+ ) -> str | None:
+ sqla_type = cls.get_sqla_column_type(target_type)
+
+ if isinstance(sqla_type, types.TIMESTAMP):
+ return f"'{dttm.strftime('%Y-%m-%dT%H:%M:%S.000')}'"
+ return None
+
+ @classmethod
+ def alter_new_orm_column(cls, orm_col: TableColumn) -> None:
+ """Handle p_timestamp column specifically for Parseable."""
+ if orm_col.column_name == "p_timestamp":
+ orm_col.python_date_format = "epoch_ms"
+ orm_col.is_dttm = True
+
+ @classmethod
+ def get_extra_params(cls, database: Database) -> dict[str, Any]:
+ """Additional parameters for Parseable connections."""
+ return {
+ "engine_params": {
+ "connect_args": {
+ "timeout": 300, # 5 minutes timeout
+ }
+ }
+ }
diff --git a/tests/unit_tests/db_engine_specs/test_parseable.py
b/tests/unit_tests/db_engine_specs/test_parseable.py
new file mode 100644
index 0000000000..4e5a578304
--- /dev/null
+++ b/tests/unit_tests/db_engine_specs/test_parseable.py
@@ -0,0 +1,77 @@
+# 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 Optional
+
+import pytest
+
+from tests.unit_tests.db_engine_specs.utils import assert_convert_dttm
+from tests.unit_tests.fixtures.common import dttm # noqa: F401
+
+
+def test_epoch_to_dttm() -> None:
+ """
+ DB Eng Specs (parseable): Test epoch to dttm
+ """
+ from superset.db_engine_specs.parseable import ParseableEngineSpec
+
+ assert ParseableEngineSpec.epoch_to_dttm() == "to_timestamp({col})"
+
+
+def test_epoch_ms_to_dttm() -> None:
+ """
+ DB Eng Specs (parseable): Test epoch ms to dttm
+ """
+ from superset.db_engine_specs.parseable import ParseableEngineSpec
+
+ assert ParseableEngineSpec.epoch_ms_to_dttm() == "to_timestamp({col} /
1000)"
+
+
+def test_alter_new_orm_column() -> None:
+ """
+ DB Eng Specs (parseable): Test alter orm column
+ """
+ from superset.connectors.sqla.models import SqlaTable, TableColumn
+ from superset.db_engine_specs.parseable import ParseableEngineSpec
+ from superset.models.core import Database
+
+ database = Database(database_name="parseable",
sqlalchemy_uri="parseable://db")
+ tbl = SqlaTable(table_name="tbl", database=database)
+ col = TableColumn(column_name="p_timestamp", type="TIMESTAMP", table=tbl)
+ ParseableEngineSpec.alter_new_orm_column(col)
+ assert col.python_date_format == "epoch_ms"
+ assert col.is_dttm is True
+
+
[email protected](
+ "target_type,expected_result",
+ [
+ ("TIMESTAMP", "'2019-01-02T03:04:05.000'"),
+ ("UnknownType", None),
+ ],
+)
+def test_convert_dttm(
+ target_type: str,
+ expected_result: Optional[str],
+ dttm: datetime, # noqa: F811
+) -> None:
+ """
+ DB Eng Specs (parseable): Test conversion to date time
+ """
+ from superset.db_engine_specs.parseable import ParseableEngineSpec
+
+ assert_convert_dttm(ParseableEngineSpec, target_type, expected_result,
dttm)