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Posted to commits@superset.apache.org by ru...@apache.org on 2025/12/23 07:06:46 UTC

(superset) 05/07: feat(docs): promote Databases to top-level nav and improve documentation

This is an automated email from the ASF dual-hosted git repository.

rusackas pushed a commit to branch feat/db-engine-docs
in repository https://gitbox.apache.org/repos/asf/superset.git

commit e1fa7a8464c9caf670f06abcb716d3401fe45157
Author: Evan Rusackas <ev...@rusackas.com>
AuthorDate: Mon Dec 22 09:55:49 2025 -0800

    feat(docs): promote Databases to top-level nav and improve documentation
    
    - Move Databases section from Configuration to top-level navigation
    - Add Databases to Documentation dropdown menu in navbar
    - Set "Next" version as default documentation version
    - Improve database page layout with larger logos (height: 120)
    - Hide duplicate H1 headings via hide_title frontmatter
    - Fix diagnostics preservation in fallback mode when Flask context unavailable
    - Add logos and homepage URLs to DATABASE_DOCS in lib.py
    - Show compatible databases (e.g., YugabyteDB) in overview table
    - Dynamically generate front page database grid from databases.json
    
    🤖 Generated with [Claude Code](https://claude.com/claude-code)
    
    Co-Authored-By: Claude Opus 4.5 <no...@anthropic.com>
---
 .../databases/aurora-mysql-data-api.mdx            |   29 -
 .../databases/aurora-postgresql-data-api.mdx       |   29 -
 .../docs/configuration/databases/azure-synapse.mdx |   29 -
 .../databases/clickhouse-connect-superset.mdx      |   29 -
 .../databases/databricks-interactive-cluster.mdx   |   29 -
 .../configuration/databases/databricks-legacy.mdx  |   29 -
 .../databases/databricks-sql-endpoint.mdx          |   29 -
 .../databases/elasticsearch-opendistro-sql.mdx     |   29 -
 .../databases/elasticsearch-sql-api.mdx            |   29 -
 .../docs/configuration/databases/ibm-db2-for-i.mdx |   29 -
 .../databases/ibm-netezza-performance-server.mdx   |   29 -
 docs/docs/configuration/databases/kustokql.mdx     |   29 -
 docs/docs/configuration/databases/kustosql.mdx     |   29 -
 docs/docs/configuration/databases/motherduck.mdx   |   29 -
 docs/docs/configuration/databases/shillelagh.mdx   |   29 -
 .../databases/superset-meta-database.mdx           |   29 -
 .../{configuration => }/databases/_category_.json  |    2 +-
 .../{configuration => }/databases/apache-doris.mdx |    1 +
 .../{configuration => }/databases/apache-drill.mdx |    1 +
 .../{configuration => }/databases/apache-druid.mdx |    1 +
 .../{configuration => }/databases/apache-hive.mdx  |    1 +
 .../databases/apache-impala.mdx                    |    1 +
 .../{configuration => }/databases/apache-kylin.mdx |    1 +
 .../{configuration => }/databases/apache-pinot.mdx |    1 +
 .../{configuration => }/databases/apache-solr.mdx  |    1 +
 .../databases/apache-spark-sql.mdx                 |    1 +
 .../databases/base.mdx => databases/arc.mdx}       |    9 +-
 .../ascend.mdx => databases/ascend-io.mdx}         |    9 +-
 .../apache-doris.mdx => databases/aws-athena.mdx}  |    9 +-
 .../aws-dynamodb.mdx}                              |    9 +-
 .../aws-redshift.mdx}                              |    9 +-
 .../{configuration => }/databases/clickhouse.mdx   |    1 +
 .../cloudflare-d1.mdx}                             |    9 +-
 .../{configuration => }/databases/cockroachdb.mdx  |    1 +
 .../{configuration => }/databases/couchbase.mdx    |    1 +
 .../docs/{configuration => }/databases/cratedb.mdx |    1 +
 .../{configuration => }/databases/databend.mdx     |    1 +
 .../{configuration => }/databases/databricks.mdx   |    1 +
 docs/docs/{configuration => }/databases/denodo.mdx |    1 +
 docs/docs/{configuration => }/databases/dremio.mdx |    1 +
 docs/docs/{configuration => }/databases/duckdb.mdx |    1 +
 .../elasticsearch.mdx}                             |    9 +-
 docs/docs/{configuration => }/databases/exasol.mdx |    1 +
 .../{configuration => }/databases/firebird.mdx     |    1 +
 .../{configuration => }/databases/firebolt.mdx     |    1 +
 .../google-bigquery.mdx}                           |    9 +-
 .../databases/google-sheets.mdx                    |    1 +
 .../docs/{configuration => }/databases/ibm-db2.mdx |    1 +
 .../ibm-netezza.mdx}                               |    9 +-
 docs/docs/{configuration => }/databases/index.mdx  |    2 +-
 .../amazon-athena.mdx => databases/kusto.mdx}      |    9 +-
 .../docs/{configuration => }/databases/mariadb.mdx |    1 +
 .../databases/microsoft-sql-server.mdx             |    1 +
 docs/docs/{configuration => }/databases/mysql.mdx  |    1 +
 .../{configuration => }/databases/oceanbase.mdx    |    1 +
 docs/docs/{configuration => }/databases/ocient.mdx |    1 +
 docs/docs/{configuration => }/databases/oracle.mdx |    1 +
 .../{configuration => }/databases/parseable.mdx    |    1 +
 .../{configuration => }/databases/postgresql.mdx   |    1 +
 docs/docs/{configuration => }/databases/presto.mdx |    1 +
 .../{configuration => }/databases/risingwave.mdx   |    1 +
 .../{configuration => }/databases/sap-hana.mdx     |    1 +
 .../{configuration => }/databases/singlestore.mdx  |    1 +
 .../{configuration => }/databases/snowflake.mdx    |    1 +
 docs/docs/{configuration => }/databases/sqlite.mdx |    1 +
 .../{configuration => }/databases/starrocks.mdx    |    1 +
 .../{configuration => }/databases/tdengine.mdx     |    1 +
 .../{configuration => }/databases/teradata.mdx     |    1 +
 docs/docs/{configuration => }/databases/trino.mdx  |    1 +
 .../docs/{configuration => }/databases/vertica.mdx |    1 +
 docs/docs/{configuration => }/databases/ydb.mdx    |    1 +
 docs/docusaurus.config.ts                          |    9 +-
 docs/scripts/generate-database-docs.mjs            |  246 +-
 docs/sidebars.js                                   |   14 +
 docs/src/components/databases/DatabaseIndex.tsx    |    4 +-
 docs/src/components/databases/DatabasePage.tsx     |   50 +-
 docs/src/components/databases/types.ts             |    4 +
 docs/src/data/databases.json                       | 5624 ++++++--------------
 docs/src/pages/index.tsx                           |   27 +-
 docs/tsconfig.json                                 |    2 +
 docs/versions-config.json                          |    4 +-
 superset/db_engine_specs/lib.py                    |   87 +
 82 files changed, 2177 insertions(+), 4495 deletions(-)

diff --git a/docs/docs/configuration/databases/aurora-mysql-data-api.mdx b/docs/docs/configuration/databases/aurora-mysql-data-api.mdx
deleted file mode 100644
index 58939855cc..0000000000
--- a/docs/docs/configuration/databases/aurora-mysql-data-api.mdx
+++ /dev/null
@@ -1,29 +0,0 @@
----
-title: Aurora MySQL (Data API)
-sidebar_label: Aurora MySQL (Data API)
-description: "Documentation for Aurora MySQL (Data API) database connection."
----
-
-{/*
-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.
-*/}
-
-import { DatabasePage } from '@site/src/components/databases';
-import databaseData from '@site/src/data/databases.json';
-
-<DatabasePage name="Aurora MySQL (Data API)" database={databaseData.databases["Aurora MySQL (Data API)"]} />
diff --git a/docs/docs/configuration/databases/aurora-postgresql-data-api.mdx b/docs/docs/configuration/databases/aurora-postgresql-data-api.mdx
deleted file mode 100644
index b7627b001a..0000000000
--- a/docs/docs/configuration/databases/aurora-postgresql-data-api.mdx
+++ /dev/null
@@ -1,29 +0,0 @@
----
-title: Aurora PostgreSQL (Data API)
-sidebar_label: Aurora PostgreSQL (Data API)
-description: "Documentation for Aurora PostgreSQL (Data API) database connection."
----
-
-{/*
-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.
-*/}
-
-import { DatabasePage } from '@site/src/components/databases';
-import databaseData from '@site/src/data/databases.json';
-
-<DatabasePage name="Aurora PostgreSQL (Data API)" database={databaseData.databases["Aurora PostgreSQL (Data API)"]} />
diff --git a/docs/docs/configuration/databases/azure-synapse.mdx b/docs/docs/configuration/databases/azure-synapse.mdx
deleted file mode 100644
index 0d79774afb..0000000000
--- a/docs/docs/configuration/databases/azure-synapse.mdx
+++ /dev/null
@@ -1,29 +0,0 @@
----
-title: Azure Synapse
-sidebar_label: Azure Synapse
-description: "Documentation for Azure Synapse database connection."
----
-
-{/*
-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.
-*/}
-
-import { DatabasePage } from '@site/src/components/databases';
-import databaseData from '@site/src/data/databases.json';
-
-<DatabasePage name="Azure Synapse" database={databaseData.databases["Azure Synapse"]} />
diff --git a/docs/docs/configuration/databases/clickhouse-connect-superset.mdx b/docs/docs/configuration/databases/clickhouse-connect-superset.mdx
deleted file mode 100644
index 9f4970e2e1..0000000000
--- a/docs/docs/configuration/databases/clickhouse-connect-superset.mdx
+++ /dev/null
@@ -1,29 +0,0 @@
----
-title: ClickHouse Connect (Superset)
-sidebar_label: ClickHouse Connect (Superset)
-description: "Documentation for ClickHouse Connect (Superset) database connection."
----
-
-{/*
-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.
-*/}
-
-import { DatabasePage } from '@site/src/components/databases';
-import databaseData from '@site/src/data/databases.json';
-
-<DatabasePage name="ClickHouse Connect (Superset)" database={databaseData.databases["ClickHouse Connect (Superset)"]} />
diff --git a/docs/docs/configuration/databases/databricks-interactive-cluster.mdx b/docs/docs/configuration/databases/databricks-interactive-cluster.mdx
deleted file mode 100644
index 78e1db99c9..0000000000
--- a/docs/docs/configuration/databases/databricks-interactive-cluster.mdx
+++ /dev/null
@@ -1,29 +0,0 @@
----
-title: Databricks Interactive Cluster
-sidebar_label: Databricks Interactive Cluster
-description: "Documentation for Databricks Interactive Cluster database connection."
----
-
-{/*
-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.
-*/}
-
-import { DatabasePage } from '@site/src/components/databases';
-import databaseData from '@site/src/data/databases.json';
-
-<DatabasePage name="Databricks Interactive Cluster" database={databaseData.databases["Databricks Interactive Cluster"]} />
diff --git a/docs/docs/configuration/databases/databricks-legacy.mdx b/docs/docs/configuration/databases/databricks-legacy.mdx
deleted file mode 100644
index 1f58f32cfc..0000000000
--- a/docs/docs/configuration/databases/databricks-legacy.mdx
+++ /dev/null
@@ -1,29 +0,0 @@
----
-title: Databricks (legacy)
-sidebar_label: Databricks (legacy)
-description: "Documentation for Databricks (legacy) database connection."
----
-
-{/*
-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.
-*/}
-
-import { DatabasePage } from '@site/src/components/databases';
-import databaseData from '@site/src/data/databases.json';
-
-<DatabasePage name="Databricks (legacy)" database={databaseData.databases["Databricks (legacy)"]} />
diff --git a/docs/docs/configuration/databases/databricks-sql-endpoint.mdx b/docs/docs/configuration/databases/databricks-sql-endpoint.mdx
deleted file mode 100644
index 4bc7040d77..0000000000
--- a/docs/docs/configuration/databases/databricks-sql-endpoint.mdx
+++ /dev/null
@@ -1,29 +0,0 @@
----
-title: Databricks SQL Endpoint
-sidebar_label: Databricks SQL Endpoint
-description: "Documentation for Databricks SQL Endpoint database connection."
----
-
-{/*
-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.
-*/}
-
-import { DatabasePage } from '@site/src/components/databases';
-import databaseData from '@site/src/data/databases.json';
-
-<DatabasePage name="Databricks SQL Endpoint" database={databaseData.databases["Databricks SQL Endpoint"]} />
diff --git a/docs/docs/configuration/databases/elasticsearch-opendistro-sql.mdx b/docs/docs/configuration/databases/elasticsearch-opendistro-sql.mdx
deleted file mode 100644
index 52071cadc7..0000000000
--- a/docs/docs/configuration/databases/elasticsearch-opendistro-sql.mdx
+++ /dev/null
@@ -1,29 +0,0 @@
----
-title: ElasticSearch (OpenDistro SQL)
-sidebar_label: ElasticSearch (OpenDistro SQL)
-description: "Documentation for ElasticSearch (OpenDistro SQL) database connection."
----
-
-{/*
-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.
-*/}
-
-import { DatabasePage } from '@site/src/components/databases';
-import databaseData from '@site/src/data/databases.json';
-
-<DatabasePage name="ElasticSearch (OpenDistro SQL)" database={databaseData.databases["ElasticSearch (OpenDistro SQL)"]} />
diff --git a/docs/docs/configuration/databases/elasticsearch-sql-api.mdx b/docs/docs/configuration/databases/elasticsearch-sql-api.mdx
deleted file mode 100644
index aa191d3428..0000000000
--- a/docs/docs/configuration/databases/elasticsearch-sql-api.mdx
+++ /dev/null
@@ -1,29 +0,0 @@
----
-title: ElasticSearch (SQL API)
-sidebar_label: ElasticSearch (SQL API)
-description: "Documentation for ElasticSearch (SQL API) database connection."
----
-
-{/*
-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.
-*/}
-
-import { DatabasePage } from '@site/src/components/databases';
-import databaseData from '@site/src/data/databases.json';
-
-<DatabasePage name="ElasticSearch (SQL API)" database={databaseData.databases["ElasticSearch (SQL API)"]} />
diff --git a/docs/docs/configuration/databases/ibm-db2-for-i.mdx b/docs/docs/configuration/databases/ibm-db2-for-i.mdx
deleted file mode 100644
index 3eb4e96c86..0000000000
--- a/docs/docs/configuration/databases/ibm-db2-for-i.mdx
+++ /dev/null
@@ -1,29 +0,0 @@
----
-title: IBM Db2 for i
-sidebar_label: IBM Db2 for i
-description: "Documentation for IBM Db2 for i database connection."
----
-
-{/*
-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.
-*/}
-
-import { DatabasePage } from '@site/src/components/databases';
-import databaseData from '@site/src/data/databases.json';
-
-<DatabasePage name="IBM Db2 for i" database={databaseData.databases["IBM Db2 for i"]} />
diff --git a/docs/docs/configuration/databases/ibm-netezza-performance-server.mdx b/docs/docs/configuration/databases/ibm-netezza-performance-server.mdx
deleted file mode 100644
index 392760a805..0000000000
--- a/docs/docs/configuration/databases/ibm-netezza-performance-server.mdx
+++ /dev/null
@@ -1,29 +0,0 @@
----
-title: IBM Netezza Performance Server
-sidebar_label: IBM Netezza Performance Server
-description: "Documentation for IBM Netezza Performance Server database connection."
----
-
-{/*
-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.
-*/}
-
-import { DatabasePage } from '@site/src/components/databases';
-import databaseData from '@site/src/data/databases.json';
-
-<DatabasePage name="IBM Netezza Performance Server" database={databaseData.databases["IBM Netezza Performance Server"]} />
diff --git a/docs/docs/configuration/databases/kustokql.mdx b/docs/docs/configuration/databases/kustokql.mdx
deleted file mode 100644
index c1b22ad258..0000000000
--- a/docs/docs/configuration/databases/kustokql.mdx
+++ /dev/null
@@ -1,29 +0,0 @@
----
-title: KustoKQL
-sidebar_label: KustoKQL
-description: "Documentation for KustoKQL database connection."
----
-
-{/*
-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.
-*/}
-
-import { DatabasePage } from '@site/src/components/databases';
-import databaseData from '@site/src/data/databases.json';
-
-<DatabasePage name="KustoKQL" database={databaseData.databases["KustoKQL"]} />
diff --git a/docs/docs/configuration/databases/kustosql.mdx b/docs/docs/configuration/databases/kustosql.mdx
deleted file mode 100644
index e7d12636c0..0000000000
--- a/docs/docs/configuration/databases/kustosql.mdx
+++ /dev/null
@@ -1,29 +0,0 @@
----
-title: KustoSQL
-sidebar_label: KustoSQL
-description: "Documentation for KustoSQL database connection."
----
-
-{/*
-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.
-*/}
-
-import { DatabasePage } from '@site/src/components/databases';
-import databaseData from '@site/src/data/databases.json';
-
-<DatabasePage name="KustoSQL" database={databaseData.databases["KustoSQL"]} />
diff --git a/docs/docs/configuration/databases/motherduck.mdx b/docs/docs/configuration/databases/motherduck.mdx
deleted file mode 100644
index 5f5aaf9384..0000000000
--- a/docs/docs/configuration/databases/motherduck.mdx
+++ /dev/null
@@ -1,29 +0,0 @@
----
-title: MotherDuck
-sidebar_label: MotherDuck
-description: "Documentation for MotherDuck database connection."
----
-
-{/*
-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.
-*/}
-
-import { DatabasePage } from '@site/src/components/databases';
-import databaseData from '@site/src/data/databases.json';
-
-<DatabasePage name="MotherDuck" database={databaseData.databases["MotherDuck"]} />
diff --git a/docs/docs/configuration/databases/shillelagh.mdx b/docs/docs/configuration/databases/shillelagh.mdx
deleted file mode 100644
index c4062d8df8..0000000000
--- a/docs/docs/configuration/databases/shillelagh.mdx
+++ /dev/null
@@ -1,29 +0,0 @@
----
-title: Shillelagh
-sidebar_label: Shillelagh
-description: "Documentation for Shillelagh database connection."
----
-
-{/*
-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.
-*/}
-
-import { DatabasePage } from '@site/src/components/databases';
-import databaseData from '@site/src/data/databases.json';
-
-<DatabasePage name="Shillelagh" database={databaseData.databases["Shillelagh"]} />
diff --git a/docs/docs/configuration/databases/superset-meta-database.mdx b/docs/docs/configuration/databases/superset-meta-database.mdx
deleted file mode 100644
index fb9ec3b4c1..0000000000
--- a/docs/docs/configuration/databases/superset-meta-database.mdx
+++ /dev/null
@@ -1,29 +0,0 @@
----
-title: Superset meta database
-sidebar_label: Superset meta database
-description: "Documentation for Superset meta database database connection."
----
-
-{/*
-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.
-*/}
-
-import { DatabasePage } from '@site/src/components/databases';
-import databaseData from '@site/src/data/databases.json';
-
-<DatabasePage name="Superset meta database" database={databaseData.databases["Superset meta database"]} />
diff --git a/docs/docs/configuration/databases/_category_.json b/docs/docs/databases/_category_.json
similarity index 64%
rename from docs/docs/configuration/databases/_category_.json
rename to docs/docs/databases/_category_.json
index 1611054d64..05a7c9acca 100644
--- a/docs/docs/configuration/databases/_category_.json
+++ b/docs/docs/databases/_category_.json
@@ -3,6 +3,6 @@
   "position": 1,
   "link": {
     "type": "doc",
-    "id": "configuration/databases/index"
+    "id": "databases/index"
   }
 }
\ No newline at end of file
diff --git a/docs/docs/configuration/databases/apache-doris.mdx b/docs/docs/databases/apache-doris.mdx
similarity index 98%
copy from docs/docs/configuration/databases/apache-doris.mdx
copy to docs/docs/databases/apache-doris.mdx
index 524003549b..5143905bd9 100644
--- a/docs/docs/configuration/databases/apache-doris.mdx
+++ b/docs/docs/databases/apache-doris.mdx
@@ -2,6 +2,7 @@
 title: Apache Doris
 sidebar_label: Apache Doris
 description: "Apache Doris is a high-performance real-time analytical database."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/apache-drill.mdx b/docs/docs/databases/apache-drill.mdx
similarity index 98%
rename from docs/docs/configuration/databases/apache-drill.mdx
rename to docs/docs/databases/apache-drill.mdx
index 9e0ae5b7b5..2c2cc31e77 100644
--- a/docs/docs/configuration/databases/apache-drill.mdx
+++ b/docs/docs/databases/apache-drill.mdx
@@ -2,6 +2,7 @@
 title: Apache Drill
 sidebar_label: Apache Drill
 description: "Apache Drill is a schema-free SQL query engine for Hadoop and NoSQL."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/apache-druid.mdx b/docs/docs/databases/apache-druid.mdx
similarity index 98%
rename from docs/docs/configuration/databases/apache-druid.mdx
rename to docs/docs/databases/apache-druid.mdx
index 7a11be6269..6c03cab9ed 100644
--- a/docs/docs/configuration/databases/apache-druid.mdx
+++ b/docs/docs/databases/apache-druid.mdx
@@ -2,6 +2,7 @@
 title: Apache Druid
 sidebar_label: Apache Druid
 description: "Apache Druid is a high performance real-time analytics database."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/apache-hive.mdx b/docs/docs/databases/apache-hive.mdx
similarity index 98%
rename from docs/docs/configuration/databases/apache-hive.mdx
rename to docs/docs/databases/apache-hive.mdx
index 6a97e96236..d7df3784f9 100644
--- a/docs/docs/configuration/databases/apache-hive.mdx
+++ b/docs/docs/databases/apache-hive.mdx
@@ -2,6 +2,7 @@
 title: Apache Hive
 sidebar_label: Apache Hive
 description: "Apache Hive is a data warehouse infrastructure built on Hadoop."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/apache-impala.mdx b/docs/docs/databases/apache-impala.mdx
similarity index 98%
rename from docs/docs/configuration/databases/apache-impala.mdx
rename to docs/docs/databases/apache-impala.mdx
index 5171d342fe..16a9befc1d 100644
--- a/docs/docs/configuration/databases/apache-impala.mdx
+++ b/docs/docs/databases/apache-impala.mdx
@@ -2,6 +2,7 @@
 title: Apache Impala
 sidebar_label: Apache Impala
 description: "Apache Impala is an open-source massively parallel processing SQL query engine."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/apache-kylin.mdx b/docs/docs/databases/apache-kylin.mdx
similarity index 98%
rename from docs/docs/configuration/databases/apache-kylin.mdx
rename to docs/docs/databases/apache-kylin.mdx
index 98c387fa35..af7ff99284 100644
--- a/docs/docs/configuration/databases/apache-kylin.mdx
+++ b/docs/docs/databases/apache-kylin.mdx
@@ -2,6 +2,7 @@
 title: Apache Kylin
 sidebar_label: Apache Kylin
 description: "Apache Kylin is an open-source OLAP engine for big data."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/apache-pinot.mdx b/docs/docs/databases/apache-pinot.mdx
similarity index 98%
rename from docs/docs/configuration/databases/apache-pinot.mdx
rename to docs/docs/databases/apache-pinot.mdx
index cf083771cb..fda5dc02f3 100644
--- a/docs/docs/configuration/databases/apache-pinot.mdx
+++ b/docs/docs/databases/apache-pinot.mdx
@@ -2,6 +2,7 @@
 title: Apache Pinot
 sidebar_label: Apache Pinot
 description: "Apache Pinot is a real-time distributed OLAP datastore."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/apache-solr.mdx b/docs/docs/databases/apache-solr.mdx
similarity index 98%
rename from docs/docs/configuration/databases/apache-solr.mdx
rename to docs/docs/databases/apache-solr.mdx
index 6260309cb9..b2b397648a 100644
--- a/docs/docs/configuration/databases/apache-solr.mdx
+++ b/docs/docs/databases/apache-solr.mdx
@@ -2,6 +2,7 @@
 title: Apache Solr
 sidebar_label: Apache Solr
 description: "Apache Solr is an open-source enterprise search platform."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/apache-spark-sql.mdx b/docs/docs/databases/apache-spark-sql.mdx
similarity index 98%
rename from docs/docs/configuration/databases/apache-spark-sql.mdx
rename to docs/docs/databases/apache-spark-sql.mdx
index 2781f67d3c..b3b0bd271e 100644
--- a/docs/docs/configuration/databases/apache-spark-sql.mdx
+++ b/docs/docs/databases/apache-spark-sql.mdx
@@ -2,6 +2,7 @@
 title: Apache Spark SQL
 sidebar_label: Apache Spark SQL
 description: "Apache Spark SQL is a module for structured data processing."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/base.mdx b/docs/docs/databases/arc.mdx
similarity index 82%
rename from docs/docs/configuration/databases/base.mdx
rename to docs/docs/databases/arc.mdx
index 88a03fdfa7..e2e338c0d3 100644
--- a/docs/docs/configuration/databases/base.mdx
+++ b/docs/docs/databases/arc.mdx
@@ -1,7 +1,8 @@
 ---
-title: base
-sidebar_label: base
-description: "Documentation for base database connection."
+title: Arc
+sidebar_label: Arc
+description: "Arc is a data platform with multiple connection options."
+hide_title: true
 ---
 
 {/*
@@ -26,4 +27,4 @@ under the License.
 import { DatabasePage } from '@site/src/components/databases';
 import databaseData from '@site/src/data/databases.json';
 
-<DatabasePage name="base" database={databaseData.databases["base"]} />
+<DatabasePage name="Arc" database={databaseData.databases["Arc"]} />
diff --git a/docs/docs/configuration/databases/ascend.mdx b/docs/docs/databases/ascend-io.mdx
similarity index 82%
rename from docs/docs/configuration/databases/ascend.mdx
rename to docs/docs/databases/ascend-io.mdx
index 4563c1b0bc..c135cc328c 100644
--- a/docs/docs/configuration/databases/ascend.mdx
+++ b/docs/docs/databases/ascend-io.mdx
@@ -1,7 +1,8 @@
 ---
-title: Ascend
-sidebar_label: Ascend
-description: "Documentation for Ascend database connection."
+title: Ascend.io
+sidebar_label: Ascend.io
+description: "Ascend.io is a data automation platform."
+hide_title: true
 ---
 
 {/*
@@ -26,4 +27,4 @@ under the License.
 import { DatabasePage } from '@site/src/components/databases';
 import databaseData from '@site/src/data/databases.json';
 
-<DatabasePage name="Ascend" database={databaseData.databases["Ascend"]} />
+<DatabasePage name="Ascend.io" database={databaseData.databases["Ascend.io"]} />
diff --git a/docs/docs/configuration/databases/apache-doris.mdx b/docs/docs/databases/aws-athena.mdx
similarity index 78%
copy from docs/docs/configuration/databases/apache-doris.mdx
copy to docs/docs/databases/aws-athena.mdx
index 524003549b..9648b79cc1 100644
--- a/docs/docs/configuration/databases/apache-doris.mdx
+++ b/docs/docs/databases/aws-athena.mdx
@@ -1,7 +1,8 @@
 ---
-title: Apache Doris
-sidebar_label: Apache Doris
-description: "Apache Doris is a high-performance real-time analytical database."
+title: AWS Athena
+sidebar_label: AWS Athena
+description: "Amazon Athena is an interactive query service for analyzing data in S3 using SQL."
+hide_title: true
 ---
 
 {/*
@@ -26,4 +27,4 @@ under the License.
 import { DatabasePage } from '@site/src/components/databases';
 import databaseData from '@site/src/data/databases.json';
 
-<DatabasePage name="Apache Doris" database={databaseData.databases["Apache Doris"]} />
+<DatabasePage name="AWS Athena" database={databaseData.databases["AWS Athena"]} />
diff --git a/docs/docs/configuration/databases/apache-doris.mdx b/docs/docs/databases/aws-dynamodb.mdx
similarity index 79%
copy from docs/docs/configuration/databases/apache-doris.mdx
copy to docs/docs/databases/aws-dynamodb.mdx
index 524003549b..d4c82c0bd8 100644
--- a/docs/docs/configuration/databases/apache-doris.mdx
+++ b/docs/docs/databases/aws-dynamodb.mdx
@@ -1,7 +1,8 @@
 ---
-title: Apache Doris
-sidebar_label: Apache Doris
-description: "Apache Doris is a high-performance real-time analytical database."
+title: AWS DynamoDB
+sidebar_label: AWS DynamoDB
+description: "Amazon DynamoDB is a fully managed NoSQL database service."
+hide_title: true
 ---
 
 {/*
@@ -26,4 +27,4 @@ under the License.
 import { DatabasePage } from '@site/src/components/databases';
 import databaseData from '@site/src/data/databases.json';
 
-<DatabasePage name="Apache Doris" database={databaseData.databases["Apache Doris"]} />
+<DatabasePage name="AWS DynamoDB" database={databaseData.databases["AWS DynamoDB"]} />
diff --git a/docs/docs/configuration/databases/apache-doris.mdx b/docs/docs/databases/aws-redshift.mdx
similarity index 79%
copy from docs/docs/configuration/databases/apache-doris.mdx
copy to docs/docs/databases/aws-redshift.mdx
index 524003549b..ba4138c434 100644
--- a/docs/docs/configuration/databases/apache-doris.mdx
+++ b/docs/docs/databases/aws-redshift.mdx
@@ -1,7 +1,8 @@
 ---
-title: Apache Doris
-sidebar_label: Apache Doris
-description: "Apache Doris is a high-performance real-time analytical database."
+title: AWS Redshift
+sidebar_label: AWS Redshift
+description: "Amazon Redshift is a fully managed data warehouse service."
+hide_title: true
 ---
 
 {/*
@@ -26,4 +27,4 @@ under the License.
 import { DatabasePage } from '@site/src/components/databases';
 import databaseData from '@site/src/data/databases.json';
 
-<DatabasePage name="Apache Doris" database={databaseData.databases["Apache Doris"]} />
+<DatabasePage name="AWS Redshift" database={databaseData.databases["AWS Redshift"]} />
diff --git a/docs/docs/configuration/databases/clickhouse.mdx b/docs/docs/databases/clickhouse.mdx
similarity index 98%
rename from docs/docs/configuration/databases/clickhouse.mdx
rename to docs/docs/databases/clickhouse.mdx
index 66ff6a0a8e..19a336874c 100644
--- a/docs/docs/configuration/databases/clickhouse.mdx
+++ b/docs/docs/databases/clickhouse.mdx
@@ -2,6 +2,7 @@
 title: ClickHouse
 sidebar_label: ClickHouse
 description: "ClickHouse is an open-source column-oriented OLAP database."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/amazon-dynamodb.mdx b/docs/docs/databases/cloudflare-d1.mdx
similarity index 80%
rename from docs/docs/configuration/databases/amazon-dynamodb.mdx
rename to docs/docs/databases/cloudflare-d1.mdx
index eccbc03df4..035f92ad1a 100644
--- a/docs/docs/configuration/databases/amazon-dynamodb.mdx
+++ b/docs/docs/databases/cloudflare-d1.mdx
@@ -1,7 +1,8 @@
 ---
-title: Amazon DynamoDB
-sidebar_label: Amazon DynamoDB
-description: "Documentation for Amazon DynamoDB database connection."
+title: Cloudflare D1
+sidebar_label: Cloudflare D1
+description: "Cloudflare D1 is a serverless SQLite database."
+hide_title: true
 ---
 
 {/*
@@ -26,4 +27,4 @@ under the License.
 import { DatabasePage } from '@site/src/components/databases';
 import databaseData from '@site/src/data/databases.json';
 
-<DatabasePage name="Amazon DynamoDB" database={databaseData.databases["Amazon DynamoDB"]} />
+<DatabasePage name="Cloudflare D1" database={databaseData.databases["Cloudflare D1"]} />
diff --git a/docs/docs/configuration/databases/cockroachdb.mdx b/docs/docs/databases/cockroachdb.mdx
similarity index 98%
rename from docs/docs/configuration/databases/cockroachdb.mdx
rename to docs/docs/databases/cockroachdb.mdx
index 9becdc4628..6cb08d26fe 100644
--- a/docs/docs/configuration/databases/cockroachdb.mdx
+++ b/docs/docs/databases/cockroachdb.mdx
@@ -2,6 +2,7 @@
 title: CockroachDB
 sidebar_label: CockroachDB
 description: "CockroachDB is a distributed SQL database built for cloud applications."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/couchbase.mdx b/docs/docs/databases/couchbase.mdx
similarity index 98%
rename from docs/docs/configuration/databases/couchbase.mdx
rename to docs/docs/databases/couchbase.mdx
index 36ef32f098..df8fdf9d2d 100644
--- a/docs/docs/configuration/databases/couchbase.mdx
+++ b/docs/docs/databases/couchbase.mdx
@@ -2,6 +2,7 @@
 title: Couchbase
 sidebar_label: Couchbase
 description: "Couchbase is a distributed NoSQL document database with SQL support."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/cratedb.mdx b/docs/docs/databases/cratedb.mdx
similarity index 98%
rename from docs/docs/configuration/databases/cratedb.mdx
rename to docs/docs/databases/cratedb.mdx
index 40c7f02bdd..49082b2580 100644
--- a/docs/docs/configuration/databases/cratedb.mdx
+++ b/docs/docs/databases/cratedb.mdx
@@ -2,6 +2,7 @@
 title: CrateDB
 sidebar_label: CrateDB
 description: "CrateDB is a distributed SQL database for machine data."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/databend.mdx b/docs/docs/databases/databend.mdx
similarity index 98%
rename from docs/docs/configuration/databases/databend.mdx
rename to docs/docs/databases/databend.mdx
index ba6e7983a0..7314e40006 100644
--- a/docs/docs/configuration/databases/databend.mdx
+++ b/docs/docs/databases/databend.mdx
@@ -2,6 +2,7 @@
 title: Databend
 sidebar_label: Databend
 description: "Databend is an open-source cloud data warehouse."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/databricks.mdx b/docs/docs/databases/databricks.mdx
similarity index 98%
rename from docs/docs/configuration/databases/databricks.mdx
rename to docs/docs/databases/databricks.mdx
index 9cce5b85db..a954f02bdb 100644
--- a/docs/docs/configuration/databases/databricks.mdx
+++ b/docs/docs/databases/databricks.mdx
@@ -2,6 +2,7 @@
 title: Databricks
 sidebar_label: Databricks
 description: "Databricks is a unified analytics platform built on Apache Spark."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/denodo.mdx b/docs/docs/databases/denodo.mdx
similarity index 98%
rename from docs/docs/configuration/databases/denodo.mdx
rename to docs/docs/databases/denodo.mdx
index b8258a633b..a967319cae 100644
--- a/docs/docs/configuration/databases/denodo.mdx
+++ b/docs/docs/databases/denodo.mdx
@@ -2,6 +2,7 @@
 title: Denodo
 sidebar_label: Denodo
 description: "Denodo is a data virtualization platform."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/dremio.mdx b/docs/docs/databases/dremio.mdx
similarity index 98%
rename from docs/docs/configuration/databases/dremio.mdx
rename to docs/docs/databases/dremio.mdx
index 79c5d24393..3cb55bfffe 100644
--- a/docs/docs/configuration/databases/dremio.mdx
+++ b/docs/docs/databases/dremio.mdx
@@ -2,6 +2,7 @@
 title: Dremio
 sidebar_label: Dremio
 description: "Dremio is a data lake engine for self-service analytics."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/duckdb.mdx b/docs/docs/databases/duckdb.mdx
similarity index 98%
rename from docs/docs/configuration/databases/duckdb.mdx
rename to docs/docs/databases/duckdb.mdx
index d76b580bd3..5b3f12dda4 100644
--- a/docs/docs/configuration/databases/duckdb.mdx
+++ b/docs/docs/databases/duckdb.mdx
@@ -2,6 +2,7 @@
 title: DuckDB
 sidebar_label: DuckDB
 description: "DuckDB is an in-process analytical database."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/apache-doris.mdx b/docs/docs/databases/elasticsearch.mdx
similarity index 79%
copy from docs/docs/configuration/databases/apache-doris.mdx
copy to docs/docs/databases/elasticsearch.mdx
index 524003549b..019b099d69 100644
--- a/docs/docs/configuration/databases/apache-doris.mdx
+++ b/docs/docs/databases/elasticsearch.mdx
@@ -1,7 +1,8 @@
 ---
-title: Apache Doris
-sidebar_label: Apache Doris
-description: "Apache Doris is a high-performance real-time analytical database."
+title: Elasticsearch
+sidebar_label: Elasticsearch
+description: "Elasticsearch is a distributed search and analytics engine."
+hide_title: true
 ---
 
 {/*
@@ -26,4 +27,4 @@ under the License.
 import { DatabasePage } from '@site/src/components/databases';
 import databaseData from '@site/src/data/databases.json';
 
-<DatabasePage name="Apache Doris" database={databaseData.databases["Apache Doris"]} />
+<DatabasePage name="Elasticsearch" database={databaseData.databases["Elasticsearch"]} />
diff --git a/docs/docs/configuration/databases/exasol.mdx b/docs/docs/databases/exasol.mdx
similarity index 98%
rename from docs/docs/configuration/databases/exasol.mdx
rename to docs/docs/databases/exasol.mdx
index 7080ec461f..427968d659 100644
--- a/docs/docs/configuration/databases/exasol.mdx
+++ b/docs/docs/databases/exasol.mdx
@@ -2,6 +2,7 @@
 title: Exasol
 sidebar_label: Exasol
 description: "Exasol is a high-performance in-memory analytics database."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/firebird.mdx b/docs/docs/databases/firebird.mdx
similarity index 98%
rename from docs/docs/configuration/databases/firebird.mdx
rename to docs/docs/databases/firebird.mdx
index af8b8e3f32..b59199aba1 100644
--- a/docs/docs/configuration/databases/firebird.mdx
+++ b/docs/docs/databases/firebird.mdx
@@ -2,6 +2,7 @@
 title: Firebird
 sidebar_label: Firebird
 description: "Firebird is an open-source relational database."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/firebolt.mdx b/docs/docs/databases/firebolt.mdx
similarity index 98%
rename from docs/docs/configuration/databases/firebolt.mdx
rename to docs/docs/databases/firebolt.mdx
index fecb6eb6ed..42edb32b4b 100644
--- a/docs/docs/configuration/databases/firebolt.mdx
+++ b/docs/docs/databases/firebolt.mdx
@@ -2,6 +2,7 @@
 title: Firebolt
 sidebar_label: Firebolt
 description: "Firebolt is a cloud data warehouse for sub-second analytics."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/apache-doris.mdx b/docs/docs/databases/google-bigquery.mdx
similarity index 78%
rename from docs/docs/configuration/databases/apache-doris.mdx
rename to docs/docs/databases/google-bigquery.mdx
index 524003549b..1a225ff5ac 100644
--- a/docs/docs/configuration/databases/apache-doris.mdx
+++ b/docs/docs/databases/google-bigquery.mdx
@@ -1,7 +1,8 @@
 ---
-title: Apache Doris
-sidebar_label: Apache Doris
-description: "Apache Doris is a high-performance real-time analytical database."
+title: Google BigQuery
+sidebar_label: Google BigQuery
+description: "Google BigQuery is a serverless, highly scalable data warehouse."
+hide_title: true
 ---
 
 {/*
@@ -26,4 +27,4 @@ under the License.
 import { DatabasePage } from '@site/src/components/databases';
 import databaseData from '@site/src/data/databases.json';
 
-<DatabasePage name="Apache Doris" database={databaseData.databases["Apache Doris"]} />
+<DatabasePage name="Google BigQuery" database={databaseData.databases["Google BigQuery"]} />
diff --git a/docs/docs/configuration/databases/google-sheets.mdx b/docs/docs/databases/google-sheets.mdx
similarity index 98%
rename from docs/docs/configuration/databases/google-sheets.mdx
rename to docs/docs/databases/google-sheets.mdx
index deba34876d..66da8e1ae4 100644
--- a/docs/docs/configuration/databases/google-sheets.mdx
+++ b/docs/docs/databases/google-sheets.mdx
@@ -2,6 +2,7 @@
 title: Google Sheets
 sidebar_label: Google Sheets
 description: "Query Google Sheets using SQL via the shillelagh library."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/ibm-db2.mdx b/docs/docs/databases/ibm-db2.mdx
similarity index 98%
rename from docs/docs/configuration/databases/ibm-db2.mdx
rename to docs/docs/databases/ibm-db2.mdx
index ab38f882ed..9da1272bdc 100644
--- a/docs/docs/configuration/databases/ibm-db2.mdx
+++ b/docs/docs/databases/ibm-db2.mdx
@@ -2,6 +2,7 @@
 title: IBM Db2
 sidebar_label: IBM Db2
 description: "IBM Db2 is a family of data management products."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/amazon-redshift.mdx b/docs/docs/databases/ibm-netezza.mdx
similarity index 79%
rename from docs/docs/configuration/databases/amazon-redshift.mdx
rename to docs/docs/databases/ibm-netezza.mdx
index 1d1a9a8666..45285814d6 100644
--- a/docs/docs/configuration/databases/amazon-redshift.mdx
+++ b/docs/docs/databases/ibm-netezza.mdx
@@ -1,7 +1,8 @@
 ---
-title: Amazon Redshift
-sidebar_label: Amazon Redshift
-description: "Documentation for Amazon Redshift database connection."
+title: IBM Netezza
+sidebar_label: IBM Netezza
+description: "IBM Netezza Performance Server is a data warehouse appliance."
+hide_title: true
 ---
 
 {/*
@@ -26,4 +27,4 @@ under the License.
 import { DatabasePage } from '@site/src/components/databases';
 import databaseData from '@site/src/data/databases.json';
 
-<DatabasePage name="Amazon Redshift" database={databaseData.databases["Amazon Redshift"]} />
+<DatabasePage name="IBM Netezza" database={databaseData.databases["IBM Netezza"]} />
diff --git a/docs/docs/configuration/databases/index.mdx b/docs/docs/databases/index.mdx
similarity index 97%
rename from docs/docs/configuration/databases/index.mdx
rename to docs/docs/databases/index.mdx
index b041cc56c7..52f927dcc3 100644
--- a/docs/docs/configuration/databases/index.mdx
+++ b/docs/docs/databases/index.mdx
@@ -40,7 +40,7 @@ installation documentations ([Docker Compose](/docs/installation/docker-compose)
 
 ## Supported Databases
 
-Superset supports **64 databases** with varying levels of feature support.
+Superset supports **53 databases** with varying levels of feature support.
 Click on any database name to see detailed documentation including connection strings,
 authentication methods, and configuration options.
 
diff --git a/docs/docs/configuration/databases/amazon-athena.mdx b/docs/docs/databases/kusto.mdx
similarity index 80%
rename from docs/docs/configuration/databases/amazon-athena.mdx
rename to docs/docs/databases/kusto.mdx
index 2bd96d0d6d..f8014fec7b 100644
--- a/docs/docs/configuration/databases/amazon-athena.mdx
+++ b/docs/docs/databases/kusto.mdx
@@ -1,7 +1,8 @@
 ---
-title: Amazon Athena
-sidebar_label: Amazon Athena
-description: "Documentation for Amazon Athena database connection."
+title: Kusto
+sidebar_label: Kusto
+description: "Azure Data Explorer (Kusto) is a fast, fully managed data analytics service."
+hide_title: true
 ---
 
 {/*
@@ -26,4 +27,4 @@ under the License.
 import { DatabasePage } from '@site/src/components/databases';
 import databaseData from '@site/src/data/databases.json';
 
-<DatabasePage name="Amazon Athena" database={databaseData.databases["Amazon Athena"]} />
+<DatabasePage name="Kusto" database={databaseData.databases["Kusto"]} />
diff --git a/docs/docs/configuration/databases/mariadb.mdx b/docs/docs/databases/mariadb.mdx
similarity index 98%
rename from docs/docs/configuration/databases/mariadb.mdx
rename to docs/docs/databases/mariadb.mdx
index f5149d73f1..8cdca897e5 100644
--- a/docs/docs/configuration/databases/mariadb.mdx
+++ b/docs/docs/databases/mariadb.mdx
@@ -2,6 +2,7 @@
 title: MariaDB
 sidebar_label: MariaDB
 description: "MariaDB is a community-developed fork of MySQL."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/microsoft-sql-server.mdx b/docs/docs/databases/microsoft-sql-server.mdx
similarity index 98%
rename from docs/docs/configuration/databases/microsoft-sql-server.mdx
rename to docs/docs/databases/microsoft-sql-server.mdx
index 2f8e04b45f..0d72d15d95 100644
--- a/docs/docs/configuration/databases/microsoft-sql-server.mdx
+++ b/docs/docs/databases/microsoft-sql-server.mdx
@@ -2,6 +2,7 @@
 title: Microsoft SQL Server
 sidebar_label: Microsoft SQL Server
 description: "Microsoft SQL Server is a relational database management system."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/mysql.mdx b/docs/docs/databases/mysql.mdx
similarity index 98%
rename from docs/docs/configuration/databases/mysql.mdx
rename to docs/docs/databases/mysql.mdx
index 2f9a50ec97..c6abda523f 100644
--- a/docs/docs/configuration/databases/mysql.mdx
+++ b/docs/docs/databases/mysql.mdx
@@ -2,6 +2,7 @@
 title: MySQL
 sidebar_label: MySQL
 description: "MySQL is a popular open-source relational database."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/oceanbase.mdx b/docs/docs/databases/oceanbase.mdx
similarity index 98%
rename from docs/docs/configuration/databases/oceanbase.mdx
rename to docs/docs/databases/oceanbase.mdx
index 76dc533d4c..e77177b9c2 100644
--- a/docs/docs/configuration/databases/oceanbase.mdx
+++ b/docs/docs/databases/oceanbase.mdx
@@ -2,6 +2,7 @@
 title: OceanBase
 sidebar_label: OceanBase
 description: "OceanBase is a distributed relational database."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/ocient.mdx b/docs/docs/databases/ocient.mdx
similarity index 98%
rename from docs/docs/configuration/databases/ocient.mdx
rename to docs/docs/databases/ocient.mdx
index e94d460f5b..bcd3f61c2d 100644
--- a/docs/docs/configuration/databases/ocient.mdx
+++ b/docs/docs/databases/ocient.mdx
@@ -2,6 +2,7 @@
 title: Ocient
 sidebar_label: Ocient
 description: "Ocient is a hyperscale data analytics database."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/oracle.mdx b/docs/docs/databases/oracle.mdx
similarity index 98%
rename from docs/docs/configuration/databases/oracle.mdx
rename to docs/docs/databases/oracle.mdx
index d8e4dbad40..ad4090cd9d 100644
--- a/docs/docs/configuration/databases/oracle.mdx
+++ b/docs/docs/databases/oracle.mdx
@@ -2,6 +2,7 @@
 title: Oracle
 sidebar_label: Oracle
 description: "Oracle Database is a multi-model database management system."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/parseable.mdx b/docs/docs/databases/parseable.mdx
similarity index 98%
rename from docs/docs/configuration/databases/parseable.mdx
rename to docs/docs/databases/parseable.mdx
index d2b543121f..522874a94c 100644
--- a/docs/docs/configuration/databases/parseable.mdx
+++ b/docs/docs/databases/parseable.mdx
@@ -2,6 +2,7 @@
 title: Parseable
 sidebar_label: Parseable
 description: "Parseable is a distributed log analytics database with SQL-like query interface."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/postgresql.mdx b/docs/docs/databases/postgresql.mdx
similarity index 98%
rename from docs/docs/configuration/databases/postgresql.mdx
rename to docs/docs/databases/postgresql.mdx
index 0f9e88e8e0..b00b43431e 100644
--- a/docs/docs/configuration/databases/postgresql.mdx
+++ b/docs/docs/databases/postgresql.mdx
@@ -2,6 +2,7 @@
 title: PostgreSQL
 sidebar_label: PostgreSQL
 description: "PostgreSQL is an advanced open-source relational database."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/presto.mdx b/docs/docs/databases/presto.mdx
similarity index 98%
rename from docs/docs/configuration/databases/presto.mdx
rename to docs/docs/databases/presto.mdx
index 0b5cddf330..c15027e95a 100644
--- a/docs/docs/configuration/databases/presto.mdx
+++ b/docs/docs/databases/presto.mdx
@@ -2,6 +2,7 @@
 title: Presto
 sidebar_label: Presto
 description: "Presto is a distributed SQL query engine for big data."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/risingwave.mdx b/docs/docs/databases/risingwave.mdx
similarity index 98%
rename from docs/docs/configuration/databases/risingwave.mdx
rename to docs/docs/databases/risingwave.mdx
index b31e14eea9..cfe83cc351 100644
--- a/docs/docs/configuration/databases/risingwave.mdx
+++ b/docs/docs/databases/risingwave.mdx
@@ -2,6 +2,7 @@
 title: RisingWave
 sidebar_label: RisingWave
 description: "RisingWave is a distributed streaming database."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/sap-hana.mdx b/docs/docs/databases/sap-hana.mdx
similarity index 98%
rename from docs/docs/configuration/databases/sap-hana.mdx
rename to docs/docs/databases/sap-hana.mdx
index 9745d840a2..43d5d5909b 100644
--- a/docs/docs/configuration/databases/sap-hana.mdx
+++ b/docs/docs/databases/sap-hana.mdx
@@ -2,6 +2,7 @@
 title: SAP HANA
 sidebar_label: SAP HANA
 description: "SAP HANA is an in-memory relational database and application platform."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/singlestore.mdx b/docs/docs/databases/singlestore.mdx
similarity index 98%
rename from docs/docs/configuration/databases/singlestore.mdx
rename to docs/docs/databases/singlestore.mdx
index 184936d7b0..928d6aac80 100644
--- a/docs/docs/configuration/databases/singlestore.mdx
+++ b/docs/docs/databases/singlestore.mdx
@@ -2,6 +2,7 @@
 title: SingleStore
 sidebar_label: SingleStore
 description: "SingleStore is a distributed SQL database for real-time analytics."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/snowflake.mdx b/docs/docs/databases/snowflake.mdx
similarity index 98%
rename from docs/docs/configuration/databases/snowflake.mdx
rename to docs/docs/databases/snowflake.mdx
index 4348e15454..f5820f79be 100644
--- a/docs/docs/configuration/databases/snowflake.mdx
+++ b/docs/docs/databases/snowflake.mdx
@@ -2,6 +2,7 @@
 title: Snowflake
 sidebar_label: Snowflake
 description: "Snowflake is a cloud-native data warehouse."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/sqlite.mdx b/docs/docs/databases/sqlite.mdx
similarity index 98%
rename from docs/docs/configuration/databases/sqlite.mdx
rename to docs/docs/databases/sqlite.mdx
index 21410f6c20..3b015ed699 100644
--- a/docs/docs/configuration/databases/sqlite.mdx
+++ b/docs/docs/databases/sqlite.mdx
@@ -2,6 +2,7 @@
 title: SQLite
 sidebar_label: SQLite
 description: "SQLite is a self-contained, serverless SQL database engine."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/starrocks.mdx b/docs/docs/databases/starrocks.mdx
similarity index 98%
rename from docs/docs/configuration/databases/starrocks.mdx
rename to docs/docs/databases/starrocks.mdx
index 6422e9f549..4a7e2bcece 100644
--- a/docs/docs/configuration/databases/starrocks.mdx
+++ b/docs/docs/databases/starrocks.mdx
@@ -2,6 +2,7 @@
 title: StarRocks
 sidebar_label: StarRocks
 description: "StarRocks is a next-generation sub-second MPP database."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/tdengine.mdx b/docs/docs/databases/tdengine.mdx
similarity index 98%
rename from docs/docs/configuration/databases/tdengine.mdx
rename to docs/docs/databases/tdengine.mdx
index 6b2b9492a6..e6046922d8 100644
--- a/docs/docs/configuration/databases/tdengine.mdx
+++ b/docs/docs/databases/tdengine.mdx
@@ -2,6 +2,7 @@
 title: TDengine
 sidebar_label: TDengine
 description: "TDengine is a high-performance time-series database for IoT."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/teradata.mdx b/docs/docs/databases/teradata.mdx
similarity index 98%
rename from docs/docs/configuration/databases/teradata.mdx
rename to docs/docs/databases/teradata.mdx
index b7fafa78a3..43a069836e 100644
--- a/docs/docs/configuration/databases/teradata.mdx
+++ b/docs/docs/databases/teradata.mdx
@@ -2,6 +2,7 @@
 title: Teradata
 sidebar_label: Teradata
 description: "Teradata is an enterprise data warehouse platform."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/trino.mdx b/docs/docs/databases/trino.mdx
similarity index 98%
rename from docs/docs/configuration/databases/trino.mdx
rename to docs/docs/databases/trino.mdx
index e7c70426c5..a55b03e779 100644
--- a/docs/docs/configuration/databases/trino.mdx
+++ b/docs/docs/databases/trino.mdx
@@ -2,6 +2,7 @@
 title: Trino
 sidebar_label: Trino
 description: "Trino is a distributed SQL query engine for big data analytics."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/vertica.mdx b/docs/docs/databases/vertica.mdx
similarity index 98%
rename from docs/docs/configuration/databases/vertica.mdx
rename to docs/docs/databases/vertica.mdx
index dec50d80a0..59b7f109bf 100644
--- a/docs/docs/configuration/databases/vertica.mdx
+++ b/docs/docs/databases/vertica.mdx
@@ -2,6 +2,7 @@
 title: Vertica
 sidebar_label: Vertica
 description: "Vertica is a column-oriented analytics database."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docs/configuration/databases/ydb.mdx b/docs/docs/databases/ydb.mdx
similarity index 98%
rename from docs/docs/configuration/databases/ydb.mdx
rename to docs/docs/databases/ydb.mdx
index 329ef8edaa..7c2b2cc21f 100644
--- a/docs/docs/configuration/databases/ydb.mdx
+++ b/docs/docs/databases/ydb.mdx
@@ -2,6 +2,7 @@
 title: YDB
 sidebar_label: YDB
 description: "YDB is a distributed SQL database by Yandex."
+hide_title: true
 ---
 
 {/*
diff --git a/docs/docusaurus.config.ts b/docs/docusaurus.config.ts
index f5590de7d1..092f468ed1 100644
--- a/docs/docusaurus.config.ts
+++ b/docs/docusaurus.config.ts
@@ -214,7 +214,7 @@ const config: Config = {
             from: '/gallery.html',
           },
           {
-            to: '/docs/configuration/databases',
+            to: '/docs/databases',
             from: '/druid.html',
           },
           {
@@ -266,7 +266,7 @@ const config: Config = {
             from: '/docs/contributing/contribution-page',
           },
           {
-            to: '/docs/configuration/databases',
+            to: '/docs/databases',
             from: '/docs/databases/yugabyte/',
           },
           {
@@ -398,6 +398,11 @@ const config: Config = {
               docId: 'intro',
               label: 'Getting Started',
             },
+            {
+              type: 'doc',
+              docId: 'databases/index',
+              label: 'Databases',
+            },
             {
               type: 'doc',
               docId: 'faq',
diff --git a/docs/scripts/generate-database-docs.mjs b/docs/scripts/generate-database-docs.mjs
index 9164cd3d5e..acb4461298 100644
--- a/docs/scripts/generate-database-docs.mjs
+++ b/docs/scripts/generate-database-docs.mjs
@@ -40,7 +40,7 @@ const ROOT_DIR = path.resolve(__dirname, '../..');
 const DOCS_DIR = path.resolve(__dirname, '..');
 const DATA_OUTPUT_DIR = path.join(DOCS_DIR, 'src/data');
 const DATA_OUTPUT_FILE = path.join(DATA_OUTPUT_DIR, 'databases.json');
-const MDX_OUTPUT_DIR = path.join(DOCS_DIR, 'docs/configuration/databases');
+const MDX_OUTPUT_DIR = path.join(DOCS_DIR, 'docs/databases');
 const LIB_PY_PATH = path.join(ROOT_DIR, 'superset/db_engine_specs/lib.py');
 
 /**
@@ -127,7 +127,8 @@ print(json.dumps(exec_globals.get('DATABASE_DOCS', {}), default=str))
 }
 
 /**
- * Simple extraction - just import the DATABASE_DOCS dict
+ * Simple extraction - import DATABASE_DOCS and try to get diagnostics
+ * This version attempts to load engine specs individually, skipping failures
  */
 function extractDatabaseDocsSimple() {
   console.log('Using simple extraction method...');
@@ -137,37 +138,106 @@ function extractDatabaseDocsSimple() {
       `cd ${ROOT_DIR} && python3 -c "
 import sys
 import json
+import importlib
+import pkgutil
+import warnings
 sys.path.insert(0, '.')
+warnings.filterwarnings('ignore')
 
 # Import just the DATABASE_DOCS constant
-from superset.db_engine_specs.lib import DATABASE_DOCS
-
-# Build the output structure (without diagnose() features)
+from superset.db_engine_specs.lib import DATABASE_DOCS, diagnose, get_name
+
+# Try to load engine specs individually, skipping failures
+loaded_specs = {}
+failed_imports = []
+
+import superset.db_engine_specs as specs_package
+for importer, modname, ispkg in pkgutil.iter_modules(specs_package.__path__):
+    if modname in ('base', 'lib', '__init__'):
+        continue
+    try:
+        module = importlib.import_module(f'superset.db_engine_specs.{modname}')
+        for attr_name in dir(module):
+            attr = getattr(module, attr_name)
+            if (isinstance(attr, type) and
+                hasattr(attr, 'engine') and
+                hasattr(attr, '__module__') and
+                attr.__module__.startswith('superset.db_engine_specs')):
+                try:
+                    name = get_name(attr)
+                    if name and name not in loaded_specs:
+                        loaded_specs[name] = attr
+                except:
+                    pass
+    except Exception as e:
+        failed_imports.append(modname)
+
+# Build output with diagnostics where available
 output = {}
 for name, docs in DATABASE_DOCS.items():
-    output[name] = {
-        'engine': name.lower().replace(' ', '_'),
-        'engine_name': name,
-        'documentation': docs,
-        # Placeholder values for diagnostics (not available without Flask)
-        'time_grains': {},
-        'score': 0,
-        'max_score': 0,
-        'joins': True,
-        'subqueries': True,
-        'supports_dynamic_schema': False,
-        'supports_catalog': False,
-    }
-
-print(json.dumps(output, default=str))
+    spec = loaded_specs.get(name)
+    if spec:
+        try:
+            diag = diagnose(spec)
+            output[name] = {
+                'engine': getattr(spec, 'engine', name.lower().replace(' ', '_')),
+                'engine_name': name,
+                'documentation': docs,
+                'time_grains': diag.get('time_grains', {}),
+                'score': diag.get('score', 0),
+                'max_score': diag.get('max_score', 0),
+                'joins': diag.get('joins', True),
+                'subqueries': diag.get('subqueries', True),
+                'supports_dynamic_schema': diag.get('supports_dynamic_schema', False),
+                'supports_catalog': diag.get('supports_catalog', False),
+                'supports_dynamic_catalog': diag.get('supports_dynamic_catalog', False),
+                'ssh_tunneling': diag.get('ssh_tunneling', False),
+                'query_cancelation': diag.get('query_cancelation', False),
+                'supports_file_upload': diag.get('supports_file_upload', False),
+                'user_impersonation': diag.get('user_impersonation', False),
+                'query_cost_estimation': diag.get('query_cost_estimation', False),
+                'sql_validation': diag.get('sql_validation', False),
+            }
+        except Exception as e:
+            # Fallback for this specific database
+            output[name] = {
+                'engine': name.lower().replace(' ', '_'),
+                'engine_name': name,
+                'documentation': docs,
+                'time_grains': {},
+                'score': 0,
+                'max_score': 0,
+                'joins': True,
+                'subqueries': True,
+                'supports_dynamic_schema': False,
+                'supports_catalog': False,
+            }
+    else:
+        # No spec found, use placeholder
+        output[name] = {
+            'engine': name.lower().replace(' ', '_'),
+            'engine_name': name,
+            'documentation': docs,
+            'time_grains': {},
+            'score': 0,
+            'max_score': 0,
+            'joins': True,
+            'subqueries': True,
+            'supports_dynamic_schema': False,
+            'supports_catalog': False,
+        }
+
+print(json.dumps({'databases': output, 'loaded': len(loaded_specs), 'failed': failed_imports}, default=str))
 "`,
       {
         encoding: 'utf-8',
-        timeout: 30000,
+        timeout: 60000,
         maxBuffer: 10 * 1024 * 1024,
       }
     );
-    return JSON.parse(result);
+    const data = JSON.parse(result);
+    console.log(`Loaded ${data.loaded} engine specs (failed: ${data.failed.join(', ') || 'none'})`);
+    return data.databases;
   } catch (error) {
     console.error('Failed to extract DATABASE_DOCS:', error.message);
     return null;
@@ -291,6 +361,7 @@ function generateDatabaseMDX(name, db, slug) {
 title: ${name}
 sidebar_label: ${name}
 description: "${shortDesc}"
+hide_title: true
 ---
 
 {/*
@@ -417,7 +488,7 @@ To add or update database documentation, edit the \`DATABASE_DOCS\` dictionary i
 }
 
 /**
- * Load existing database data if available and valid
+ * Load existing database data if available
  */
 function loadExistingData() {
   if (!fs.existsSync(DATA_OUTPUT_FILE)) {
@@ -426,22 +497,45 @@ function loadExistingData() {
 
   try {
     const content = fs.readFileSync(DATA_OUTPUT_FILE, 'utf-8');
-    const data = JSON.parse(content);
-
-    // Check if the data has scores (meaning it was generated with full Flask context)
-    const hasScores = Object.values(data.databases || {}).some(
-      (db) => db.score > 0
-    );
-
-    if (hasScores && Object.keys(data.databases || {}).length > 50) {
-      console.log('Using existing databases.json with full diagnostic data');
-      return data;
-    }
+    return JSON.parse(content);
   } catch (error) {
     console.log('Could not load existing data:', error.message);
+    return null;
   }
+}
 
-  return null;
+/**
+ * Merge new documentation with existing diagnostics
+ * Preserves score, time_grains, and feature flags from existing data
+ */
+function mergeWithExistingDiagnostics(newDatabases, existingData) {
+  if (!existingData?.databases) return newDatabases;
+
+  const diagnosticFields = [
+    'score', 'max_score', 'time_grains', 'joins', 'subqueries',
+    'supports_dynamic_schema', 'supports_catalog', 'supports_dynamic_catalog',
+    'ssh_tunneling', 'query_cancelation', 'supports_file_upload',
+    'user_impersonation', 'query_cost_estimation', 'sql_validation'
+  ];
+
+  for (const [name, db] of Object.entries(newDatabases)) {
+    const existingDb = existingData.databases[name];
+    if (existingDb && existingDb.score > 0) {
+      // Preserve diagnostics from existing data
+      for (const field of diagnosticFields) {
+        if (existingDb[field] !== undefined) {
+          db[field] = existingDb[field];
+        }
+      }
+    }
+  }
+
+  const preserved = Object.values(newDatabases).filter(d => d.score > 0).length;
+  if (preserved > 0) {
+    console.log(`Preserved diagnostics for ${preserved} databases from existing data`);
+  }
+
+  return newDatabases;
 }
 
 /**
@@ -458,44 +552,58 @@ async function main() {
     fs.mkdirSync(MDX_OUTPUT_DIR, { recursive: true });
   }
 
-  // First, try to use existing data if it has full diagnostics
-  let existingData = loadExistingData();
-  let databases;
-  let statistics;
-
-  if (existingData) {
-    databases = existingData.databases;
-    statistics = existingData.statistics;
-    console.log(`Using cached data with ${Object.keys(databases).length} databases\n`);
-  } else {
-    // Try to run the full script first, fall back to extraction
-    databases = tryRunFullScript();
-
-    if (!databases) {
-      databases = extractDatabaseDocsSimple();
-    }
+  // Load existing data for potential merge
+  const existingData = loadExistingData();
 
-    if (!databases || Object.keys(databases).length === 0) {
-      console.error('Failed to generate database documentation data.');
-      console.error('Make sure superset is properly installed or lib.py is accessible.');
-      process.exit(1);
-    }
+  // Try to run the full script first, fall back to extraction
+  let databases = tryRunFullScript();
+
+  if (!databases) {
+    databases = extractDatabaseDocsSimple();
+  }
+
+  if (!databases || Object.keys(databases).length === 0) {
+    console.error('Failed to generate database documentation data.');
+    console.error('Make sure superset is properly installed or lib.py is accessible.');
+    process.exit(1);
+  }
+
+  console.log(`Processed ${Object.keys(databases).length} databases\n`);
+
+  // Check if new data has scores; if not, preserve existing diagnostics
+  const hasNewScores = Object.values(databases).some((db) => db.score > 0);
+  if (!hasNewScores && existingData) {
+    databases = mergeWithExistingDiagnostics(databases, existingData);
+  }
 
-    console.log(`Processed ${Object.keys(databases).length} databases\n`);
+  // Build statistics
+  const statistics = buildStatistics(databases);
 
-    // Build statistics
-    statistics = buildStatistics(databases);
+  // Create the final output structure
+  const output = {
+    generated: new Date().toISOString(),
+    statistics,
+    databases,
+  };
+
+  // Write the JSON file
+  fs.writeFileSync(DATA_OUTPUT_FILE, JSON.stringify(output, null, 2));
+  console.log(`Generated: ${path.relative(DOCS_DIR, DATA_OUTPUT_FILE)}`);
 
-    // Create the final output structure
-    const output = {
-      generated: new Date().toISOString(),
-      statistics,
-      databases,
-    };
 
-    // Write the JSON file
-    fs.writeFileSync(DATA_OUTPUT_FILE, JSON.stringify(output, null, 2));
-    console.log(`Generated: ${path.relative(DOCS_DIR, DATA_OUTPUT_FILE)}`);
+  // Clean up old MDX files that are no longer in the database list
+  console.log(`\nCleaning up old MDX files in ${path.relative(DOCS_DIR, MDX_OUTPUT_DIR)}/`);
+  const existingMdxFiles = fs.readdirSync(MDX_OUTPUT_DIR).filter(f => f.endsWith('.mdx') && f !== 'index.mdx');
+  const validSlugs = new Set(Object.keys(databases).map(name => `${toSlug(name)}.mdx`));
+  let removedCount = 0;
+  for (const file of existingMdxFiles) {
+    if (!validSlugs.has(file)) {
+      fs.unlinkSync(path.join(MDX_OUTPUT_DIR, file));
+      removedCount++;
+    }
+  }
+  if (removedCount > 0) {
+    console.log(`  Removed ${removedCount} outdated MDX files`);
   }
 
   // Generate individual MDX files for each database
@@ -523,7 +631,7 @@ async function main() {
     position: 1,
     link: {
       type: 'doc',
-      id: 'configuration/databases/index',
+      id: 'databases/index',
     },
   };
   fs.writeFileSync(
diff --git a/docs/sidebars.js b/docs/sidebars.js
index 4f231d16a5..8a808ed31b 100644
--- a/docs/sidebars.js
+++ b/docs/sidebars.js
@@ -57,6 +57,20 @@ const sidebars = {
         },
       ],
     },
+    {
+      type: 'category',
+      label: 'Databases',
+      link: {
+        type: 'doc',
+        id: 'databases/index',
+      },
+      items: [
+        {
+          type: 'autogenerated',
+          dirName: 'databases',
+        },
+      ],
+    },
     {
       type: 'category',
       label: 'Using Superset',
diff --git a/docs/src/components/databases/DatabaseIndex.tsx b/docs/src/components/databases/DatabaseIndex.tsx
index 0f8bab1d49..a727864f22 100644
--- a/docs/src/components/databases/DatabaseIndex.tsx
+++ b/docs/src/components/databases/DatabaseIndex.tsx
@@ -226,8 +226,8 @@ const DatabaseIndex: React.FC<DatabaseIndexProps> = ({ data }) => {
 
         // Link to parent for compatible DBs, otherwise to own page
         const linkTarget = record.isCompatible && record.compatibleWith
-          ? `/docs/configuration/databases/${toSlug(record.compatibleWith)}`
-          : `/docs/configuration/databases/${toSlug(name)}`;
+          ? `/docs/databases/${toSlug(record.compatibleWith)}`
+          : `/docs/databases/${toSlug(name)}`;
 
         return (
           <div>
diff --git a/docs/src/components/databases/DatabasePage.tsx b/docs/src/components/databases/DatabasePage.tsx
index 763d62ac36..0ed92514a5 100644
--- a/docs/src/components/databases/DatabasePage.tsx
+++ b/docs/src/components/databases/DatabasePage.tsx
@@ -248,14 +248,35 @@ const DatabasePage: React.FC<DatabasePageProps> = ({ database, name }) => {
   const renderCompatibleDatabases = () => {
     if (!docs?.compatible_databases?.length) return null;
 
+    // Create array of all panel keys to expand by default
+    const allPanelKeys = docs.compatible_databases.map((_, idx) => idx);
+
     return (
       <Card title="Compatible Databases" style={{ marginBottom: 16 }}>
         <Paragraph>
           The following databases are compatible with the {name} driver:
         </Paragraph>
-        <Collapse>
+        <Collapse defaultActiveKey={allPanelKeys}>
           {docs.compatible_databases.map((compat, idx) => (
-            <Panel header={compat.name} key={idx}>
+            <Panel
+              header={
+                <div style={{ display: 'flex', alignItems: 'center', gap: 12 }}>
+                  {compat.logo && (
+                    <img
+                      src={`/img/databases/${compat.logo}`}
+                      alt={compat.name}
+                      style={{
+                        width: 28,
+                        height: 28,
+                        objectFit: 'contain',
+                      }}
+                    />
+                  )}
+                  <span>{compat.name}</span>
+                </div>
+              }
+              key={idx}
+            >
               {compat.description && (
                 <Paragraph>{compat.description}</Paragraph>
               )}
@@ -400,7 +421,30 @@ const DatabasePage: React.FC<DatabasePageProps> = ({ database, name }) => {
       className="database-page"
       id={name.toLowerCase().replace(/\s+/g, '-')}
     >
-      <Title level={2}>{name}</Title>
+      <div style={{ marginBottom: 16 }}>
+        {docs?.logo && (
+          <img
+            src={`/img/databases/${docs.logo}`}
+            alt={name}
+            style={{
+              height: 120,
+              objectFit: 'contain',
+              marginBottom: 12,
+            }}
+          />
+        )}
+        <Title level={1} style={{ margin: 0 }}>{name}</Title>
+        {docs?.homepage_url && (
+          <a
+            href={docs.homepage_url}
+            target="_blank"
+            rel="noreferrer"
+            style={{ fontSize: 14 }}
+          >
+            <LinkOutlined /> {docs.homepage_url}
+          </a>
+        )}
+      </div>
 
       {docs?.description && <Paragraph>{docs.description}</Paragraph>}
 
diff --git a/docs/src/components/databases/types.ts b/docs/src/components/databases/types.ts
index 52bc156e10..2231792953 100644
--- a/docs/src/components/databases/types.ts
+++ b/docs/src/components/databases/types.ts
@@ -75,6 +75,8 @@ export interface SSLConfiguration {
 export interface CompatibleDatabase {
   name: string;
   description?: string;
+  logo?: string;
+  homepage_url?: string;
   pypi_packages?: string[];
   connection_string?: string;
   parameters?: Record<string, string>;
@@ -85,6 +87,8 @@ export interface CompatibleDatabase {
 
 export interface DatabaseDocumentation {
   description?: string;
+  logo?: string;
+  homepage_url?: string;
   pypi_packages?: string[];
   connection_string?: string;
   default_port?: number;
diff --git a/docs/src/data/databases.json b/docs/src/data/databases.json
index a4e8165e7b..15377adb6c 100644
--- a/docs/src/data/databases.json
+++ b/docs/src/data/databases.json
@@ -1,1422 +1,176 @@
 {
-  "generated": "2025-12-21T12:01:42.014650",
+  "generated": "2025-12-22T07:44:12.184Z",
   "statistics": {
-    "totalDatabases": 64,
-    "withDocumentation": 43,
-    "withConnectionString": 62,
-    "withDrivers": 7,
-    "withAuthMethods": 3,
-    "supportsJoins": 58,
-    "supportsSubqueries": 61,
-    "supportsDynamicSchema": 23,
-    "supportsCatalog": 14,
-    "averageScore": 53,
+    "totalDatabases": 53,
+    "withDocumentation": 53,
+    "withConnectionString": 50,
+    "withDrivers": 10,
+    "withAuthMethods": 5,
+    "supportsJoins": 49,
+    "supportsSubqueries": 50,
+    "supportsDynamicSchema": 17,
+    "supportsCatalog": 10,
+    "averageScore": 45,
     "maxScore": 201,
-    "byCategory": {},
-    "errors": [
-      "Module bigquery: module 'google._upb._message' has no attribute 'MessageMapContainer'"
-    ]
+    "byCategory": {
+      "Traditional RDBMS": [
+        "PostgreSQL",
+        "MySQL",
+        "SQLite",
+        "MariaDB"
+      ],
+      "Cloud - AWS": [
+        "AWS Athena",
+        "AWS DynamoDB",
+        "AWS Redshift"
+      ],
+      "Apache Projects": [
+        "Apache Doris",
+        "Apache Drill",
+        "Apache Druid",
+        "Apache Hive",
+        "Apache Impala",
+        "Apache Kylin",
+        "Apache Pinot",
+        "Apache Solr",
+        "Apache Spark SQL"
+      ],
+      "Other Databases": [
+        "Arc",
+        "Ascend.io",
+        "Cloudflare D1",
+        "CockroachDB",
+        "CrateDB",
+        "Databend",
+        "Denodo",
+        "Dremio",
+        "DuckDB",
+        "Exasol",
+        "Firebird",
+        "Firebolt",
+        "SAP HANA",
+        "IBM Db2",
+        "IBM Netezza",
+        "Kusto",
+        "OceanBase",
+        "Ocient",
+        "Oracle",
+        "Parseable",
+        "RisingWave",
+        "SingleStore",
+        "TDengine",
+        "Teradata",
+        "YDB"
+      ],
+      "Analytical Databases": [
+        "ClickHouse",
+        "StarRocks",
+        "Vertica"
+      ],
+      "Search & NoSQL": [
+        "Couchbase",
+        "Elasticsearch"
+      ],
+      "Cloud Data Warehouses": [
+        "Databricks",
+        "Snowflake"
+      ],
+      "Cloud - Google": [
+        "Google BigQuery",
+        "Google Sheets"
+      ],
+      "Cloud - Azure": [
+        "Microsoft SQL Server"
+      ],
+      "Query Engines": [
+        "Presto",
+        "Trino"
+      ]
+    }
   },
   "databases": {
-    "Amazon Athena": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": true,
-        "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": true,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.athena",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": false,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": false,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 20,
-      "max_score": 201,
-      "documentation": {
-        "pypi_packages": [],
-        "connection_string": "engine+driver://user:password@host:port/dbname[?key=value&key=value...]"
-      },
-      "engine": "awsathena",
-      "engine_name": "Amazon Athena",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Amazon DynamoDB": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": true,
-        "WEEK_STARTING_MONDAY": true,
-        "WEEK_ENDING_SATURDAY": true,
-        "WEEK_ENDING_SUNDAY": true,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.dynamodb",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 32,
-      "max_score": 201,
-      "documentation": {
-        "pypi_packages": [],
-        "connection_string": "engine+driver://user:password@host:port/dbname[?key=value&key=value...]"
-      },
-      "engine": "dynamodb",
-      "engine_name": "Amazon DynamoDB",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Amazon Redshift": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": true,
-        "THIRTY_SECONDS": true,
-        "MINUTE": true,
-        "FIVE_MINUTES": true,
-        "TEN_MINUTES": true,
-        "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": true,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.redshift",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 127,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": true,
-      "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 44,
-      "max_score": 201,
-      "documentation": {
-        "pypi_packages": [],
-        "connection_string": "redshift+psycopg2://user:password@host:port/dbname[?key=value&key=value...]"
-      },
-      "engine": "redshift",
-      "engine_name": "Amazon Redshift",
-      "engine_aliases": [],
-      "default_driver": "psycopg2",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Apache Doris": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": true,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.doris",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 64,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": true,
-      "dynamic_catalog": true,
-      "ssh_tunneling": true,
-      "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 79,
-      "max_score": 201,
+    "PostgreSQL": {
+      "engine": "postgresql",
+      "engine_name": "PostgreSQL",
       "documentation": {
-        "description": "Apache Doris is a high-performance real-time analytical database.",
+        "description": "PostgreSQL is an advanced open-source relational database.",
+        "logo": "postgresql.svg",
+        "homepage_url": "https://www.postgresql.org/",
         "pypi_packages": [
-          "pydoris"
+          "psycopg2"
         ],
-        "connection_string": "doris://{username}:{password}@{host}:{port}/{catalog}.{database}",
+        "connection_string": "postgresql://{username}:{password}@{host}:{port}/{database}",
+        "default_port": 5432,
         "parameters": {
-          "username": "User name",
-          "password": "Password",
-          "host": "Doris FE Host",
-          "port": "Doris FE port",
-          "catalog": "Catalog name",
+          "username": "Database username",
+          "password": "Database password",
+          "host": "For localhost: localhost or 127.0.0.1. For AWS: endpoint URL",
+          "port": "Default 5432",
           "database": "Database name"
-        }
-      },
-      "engine": "pydoris",
-      "engine_name": "Apache Doris",
-      "engine_aliases": [
-        "doris"
-      ],
-      "default_driver": "pydoris",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": true
-    },
-    "Apache Drill": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": true,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.drill",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": true,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 50,
-      "max_score": 201,
-      "documentation": {
-        "description": "Apache Drill is a schema-free SQL query engine for Hadoop and NoSQL.",
-        "drivers": [
-          {
-            "name": "SQLAlchemy (REST)",
-            "pypi_package": "sqlalchemy-drill",
-            "connection_string": "drill+sadrill://{username}:{password}@{host}:{port}/{storage_plugin}?use_ssl=True",
-            "is_recommended": true
-          },
+        },
+        "notes": "The psycopg2 library comes bundled with Superset Docker images.",
+        "connection_examples": [
           {
-            "name": "JDBC",
-            "pypi_package": "sqlalchemy-drill",
-            "connection_string": "drill+jdbc://{username}:{password}@{host}:{port}",
-            "is_recommended": false,
-            "notes": "Requires Drill JDBC Driver installation.",
-            "docs_url": "https://drill.apache.org/docs/using-the-jdbc-driver/"
+            "description": "Basic connection",
+            "connection_string": "postgresql://{username}:{password}@{host}:{port}/{database}"
           },
           {
-            "name": "ODBC",
-            "pypi_package": "sqlalchemy-drill",
-            "is_recommended": false,
-            "notes": "See Apache Drill documentation for ODBC setup.",
-            "docs_url": "https://drill.apache.org/docs/installing-the-driver-on-linux/"
+            "description": "With SSL required",
+            "connection_string": "postgresql://{username}:{password}@{host}:{port}/{database}?sslmode=require"
           }
         ],
-        "connection_examples": [
+        "docs_url": "https://www.postgresql.org/docs/",
+        "sqlalchemy_docs_url": "https://docs.sqlalchemy.org/en/13/dialects/postgresql.html",
+        "compatible_databases": [
           {
-            "description": "Local embedded mode",
-            "connection_string": "drill+sadrill://localhost:8047/dfs?use_ssl=False"
-          }
-        ]
-      },
-      "engine": "drill",
-      "engine_name": "Apache Drill",
-      "engine_aliases": [],
-      "default_driver": "sadrill",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": false
-    },
-    "Apache Druid": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": true,
-        "THIRTY_SECONDS": true,
-        "MINUTE": true,
-        "FIVE_MINUTES": true,
-        "TEN_MINUTES": true,
-        "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": true,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": true,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": true,
-        "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": true,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.druid",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": false,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": true,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 47,
-      "max_score": 201,
-      "documentation": {
-        "description": "Apache Druid is a high performance real-time analytics database.",
-        "pypi_packages": [
-          "pydruid"
-        ],
-        "connection_string": "druid://{username}:{password}@{host}:{port}/druid/v2/sql",
-        "default_port": 9088,
-        "parameters": {
-          "username": "Database username",
-          "password": "Database password",
-          "host": "IP address or URL of the host",
-          "port": "Default 9088"
-        },
-        "ssl_configuration": {
-          "custom_certificate": "Add certificate in Root Certificate field. pydruid will automatically use https.",
-          "disable_ssl_verification": {
-            "engine_params": {
-              "connect_args": {
-                "scheme": "https",
-                "ssl_verify_cert": false
-              }
-            }
-          }
-        },
-        "advanced_features": {
-          "aggregations": "Define common aggregations in datasource edit view under List Druid Column tab.",
-          "post_aggregations": "Create metrics with postagg as Metric Type and provide valid JSON post-aggregation definition."
-        },
-        "notes": "A native Druid connector ships with Superset (behind DRUID_IS_ACTIVE flag) but SQLAlchemy connector via pydruid is preferred."
-      },
-      "engine": "druid",
-      "engine_name": "Apache Druid",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Apache Hive": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": true,
-        "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": true,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.hive",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": false,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 767,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": true,
-      "user_impersonation": true,
-      "file_upload": true,
-      "get_extra_table_metadata": true,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": true,
-      "dynamic_catalog": true,
-      "ssh_tunneling": true,
-      "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": true,
-      "expand_data": true,
-      "query_cost_estimation": true,
-      "sql_validation": false,
-      "score": 140,
-      "max_score": 201,
-      "documentation": {
-        "description": "Apache Hive is a data warehouse infrastructure built on Hadoop.",
-        "pypi_packages": [
-          "pyhive"
-        ],
-        "connection_string": "hive://hive@{hostname}:{port}/{database}"
-      },
-      "engine": "hive",
-      "engine_name": "Apache Hive",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": true
-    },
-    "Apache Impala": {
-      "time_grains": {
-        "SECOND": false,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.impala",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": true,
-      "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 37,
-      "max_score": 201,
-      "documentation": {
-        "description": "Apache Impala is an open-source massively parallel processing SQL query engine.",
-        "pypi_packages": [
-          "impyla"
-        ],
-        "connection_string": "impala://{hostname}:{port}/{database}"
-      },
-      "engine": "impala",
-      "engine_name": "Apache Impala",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Apache Kylin": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.kylin",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 28,
-      "max_score": 201,
-      "documentation": {
-        "description": "Apache Kylin is an open-source OLAP engine for big data.",
-        "pypi_packages": [
-          "kylinpy"
-        ],
-        "connection_string": "kylin://{username}:{password}@{hostname}:{port}/{project}?{param1}={value1}&{param2}={value2}"
-      },
-      "engine": "kylin",
-      "engine_name": "Apache Kylin",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Apache Pinot": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": true,
-        "TEN_MINUTES": true,
-        "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": true,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.pinot",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": false,
-      "subqueries": false,
-      "alias_in_select": false,
-      "alias_in_orderby": false,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 32,
-      "max_score": 201,
-      "documentation": {
-        "description": "Apache Pinot is a real-time distributed OLAP datastore.",
-        "pypi_packages": [
-          "pinotdb"
-        ],
-        "connection_string": "pinot+http://{broker_host}:{broker_port}/query?controller=http://{controller_host}:{controller_port}/",
-        "connection_examples": [
-          {
-            "description": "With authentication",
-            "connection_string": "pinot://{username}:{password}@{broker_host}:{broker_port}/query/sql?controller=http://{controller_host}:{controller_port}/verify_ssl=true"
-          }
-        ],
-        "engine_parameters": [
-          {
-            "name": "Multi-stage Query Engine",
-            "description": "Enable for Explore view, joins, window functions",
-            "json": {
-              "connect_args": {
-                "use_multistage_engine": "true"
-              }
-            },
-            "docs_url": "https://docs.pinot.apache.org/reference/multi-stage-engine"
-          }
-        ]
-      },
-      "engine": "pinot",
-      "engine_name": "Apache Pinot",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Apache Solr": {
-      "time_grains": {
-        "SECOND": false,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": false,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
-        "HALF_HOUR": false,
-        "HOUR": false,
-        "SIX_HOURS": false,
-        "DAY": false,
-        "WEEK": false,
-        "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": false,
-        "QUARTER": false,
-        "QUARTER_YEAR": false,
-        "YEAR": false
-      },
-      "module": "superset.db_engine_specs.solr",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": false,
-      "subqueries": false,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 20,
-      "max_score": 201,
-      "documentation": {
-        "description": "Apache Solr is an open-source enterprise search platform.",
-        "pypi_packages": [
-          "sqlalchemy-solr"
-        ],
-        "connection_string": "solr://{username}:{password}@{host}:{port}/{server_path}/{collection}[/?use_ssl=true|false]"
-      },
-      "engine": "solr",
-      "engine_name": "Apache Solr",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Apache Spark SQL": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": true,
-        "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": true,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.spark",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": false,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 767,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": true,
-      "user_impersonation": true,
-      "file_upload": true,
-      "get_extra_table_metadata": true,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": true,
-      "dynamic_catalog": true,
-      "ssh_tunneling": true,
-      "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": true,
-      "expand_data": true,
-      "query_cost_estimation": true,
-      "sql_validation": false,
-      "score": 140,
-      "max_score": 201,
-      "documentation": {
-        "description": "Apache Spark SQL is a module for structured data processing.",
-        "pypi_packages": [
-          "pyhive"
-        ],
-        "connection_string": "hive://hive@{hostname}:{port}/{database}"
-      },
-      "engine": "hive",
-      "engine_name": "Apache Spark SQL",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": true
-    },
-    "Ascend": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.ascend",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": true,
-      "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 38,
-      "max_score": 201,
-      "documentation": {
-        "pypi_packages": [],
-        "connection_string": "engine+driver://user:password@host:port/dbname[?key=value&key=value...]"
-      },
-      "engine": "ascend",
-      "engine_name": "Ascend",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Aurora MySQL (Data API)": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": true,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.aurora",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 64,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": true,
-      "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 59,
-      "max_score": 201,
-      "documentation": {
-        "pypi_packages": [],
-        "connection_string": "mysql+auroradataapi://{aws_access_id}:{aws_secret_access_key}@/{database_name}?aurora_cluster_arn={aurora_cluster_arn}&secret_arn={secret_arn}&region_name={region_name}"
-      },
-      "engine": "mysql",
-      "engine_name": "Aurora MySQL (Data API)",
-      "engine_aliases": [],
-      "default_driver": "auroradataapi",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": false
-    },
-    "Aurora PostgreSQL (Data API)": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": true,
-        "THIRTY_SECONDS": true,
-        "MINUTE": true,
-        "FIVE_MINUTES": true,
-        "TEN_MINUTES": true,
-        "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": true,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.aurora",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 63,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": true,
-      "dynamic_catalog": true,
-      "ssh_tunneling": true,
-      "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": true,
-      "sql_validation": true,
-      "score": 104,
-      "max_score": 201,
-      "documentation": {
-        "pypi_packages": [],
-        "connection_string": "postgresql+auroradataapi://{aws_access_id}:{aws_secret_access_key}@/{database_name}?aurora_cluster_arn={aurora_cluster_arn}&secret_arn={secret_arn}&region_name={region_name}"
-      },
-      "engine": "postgresql",
-      "engine_name": "Aurora PostgreSQL (Data API)",
-      "engine_aliases": [
-        "postgres"
-      ],
-      "default_driver": "auroradataapi",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": true
-    },
-    "Azure Synapse": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": true,
-        "TEN_MINUTES": true,
-        "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": true,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": true,
-        "WEEK_STARTING_MONDAY": true,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.mssql",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": false,
-      "max_column_name": 128,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 44,
-      "max_score": 201,
-      "documentation": {
-        "pypi_packages": [],
-        "connection_string": "engine+driver://user:password@host:port/dbname[?key=value&key=value...]"
-      },
-      "engine": "mssql",
-      "engine_name": "Azure Synapse",
-      "engine_aliases": [],
-      "default_driver": "pyodbc",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "ClickHouse": {
-      "time_grains": {
-        "SECOND": false,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": true,
-        "TEN_MINUTES": true,
-        "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": true,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.clickhouse",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": true,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": true,
-      "user_impersonation": false,
-      "file_upload": false,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": true,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 51,
-      "max_score": 201,
-      "documentation": {
-        "description": "ClickHouse is an open-source column-oriented OLAP database.",
-        "pypi_packages": [
-          "clickhouse-connect"
-        ],
-        "connection_string": "clickhousedb://{username}:{password}@{hostname}:{port}/{database}",
-        "version_requirements": "clickhouse-connect>=0.6.8",
-        "connection_examples": [
+            "name": "Hologres",
+            "description": "Alibaba Cloud real-time interactive analytics service, fully compatible with PostgreSQL 11.",
+            "logo": "hologres.png",
+            "homepage_url": "https://www.alibabacloud.com/product/hologres",
+            "pypi_packages": [
+              "psycopg2"
+            ],
+            "connection_string": "postgresql+psycopg2://{username}:{password}@{host}:{port}/{database}",
+            "parameters": {
+              "username": "AccessKey ID of your Alibaba Cloud account",
+              "password": "AccessKey secret of your Alibaba Cloud account",
+              "host": "Public endpoint of the Hologres instance",
+              "port": "Port number of the Hologres instance",
+              "database": "Name of the Hologres database"
+            }
+          },
           {
-            "description": "Altinity Cloud",
-            "connection_string": "clickhousedb://demo:demo@github.demo.trial.altinity.cloud/default?secure=true"
+            "name": "TimescaleDB",
+            "description": "Open-source relational database for time-series and analytics, built on PostgreSQL.",
+            "logo": "timescale.png",
+            "homepage_url": "https://www.timescale.com/",
+            "pypi_packages": [
+              "psycopg2"
+            ],
+            "connection_string": "postgresql://{username}:{password}@{host}:{port}/{database}",
+            "connection_examples": [
+              {
+                "description": "Timescale Cloud (SSL required)",
+                "connection_string": "postgresql://{username}:{password}@{host}:{port}/{database}?sslmode=require"
+              }
+            ],
+            "notes": "psycopg2 comes bundled with Superset Docker images.",
+            "docs_url": "https://docs.timescale.com/"
           },
           {
-            "description": "Local (no auth, no SSL)",
-            "connection_string": "clickhousedb://localhost/default"
+            "name": "YugabyteDB",
+            "description": "Distributed SQL database built on top of PostgreSQL.",
+            "logo": "yugabyte.png",
+            "homepage_url": "https://www.yugabyte.com/",
+            "pypi_packages": [
+              "psycopg2"
+            ],
+            "connection_string": "postgresql://{username}:{password}@{host}:{port}/{database}",
+            "notes": "psycopg2 comes bundled with Superset Docker images.",
+            "docs_url": "https://www.yugabyte.com/"
           }
-        ],
-        "install_instructions": "echo \"clickhouse-connect>=0.6.8\" >> ./docker/requirements-local.txt"
-      },
-      "engine": "clickhouse",
-      "engine_name": "ClickHouse",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": false,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "ClickHouse Connect (Superset)": {
-      "time_grains": {
-        "SECOND": false,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": true,
-        "TEN_MINUTES": true,
-        "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": true,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.clickhouse",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": true,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": true,
-      "user_impersonation": false,
-      "file_upload": false,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": true,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 61,
-      "max_score": 201,
-      "documentation": {
-        "pypi_packages": [],
-        "connection_string": "clickhousedb://user:password@host[:port][/dbname][?secure=value&=value...]"
+        ]
       },
-      "engine": "clickhousedb",
-      "engine_name": "ClickHouse Connect (Superset)",
-      "engine_aliases": [],
-      "default_driver": "connect",
-      "supports_file_upload": false,
-      "supports_dynamic_schema": true,
-      "supports_catalog": false
-    },
-    "CockroachDB": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": true,
@@ -1440,60 +194,73 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.cockroachdb",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 104,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 63,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": true,
-      "dynamic_catalog": true,
+      "supports_dynamic_schema": true,
+      "supports_catalog": true,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": true,
-      "sql_validation": false,
-      "score": 94,
-      "max_score": 201,
+      "sql_validation": true
+    },
+    "MySQL": {
+      "engine": "mysql",
+      "engine_name": "MySQL",
       "documentation": {
-        "description": "CockroachDB is a distributed SQL database built for cloud applications.",
+        "description": "MySQL is a popular open-source relational database.",
+        "logo": "mysql.jpg",
+        "homepage_url": "https://www.mysql.com/",
         "pypi_packages": [
-          "cockroachdb"
+          "mysqlclient"
         ],
-        "connection_string": "cockroachdb://root@{hostname}:{port}/{database}?sslmode=disable",
-        "docs_url": "https://github.com/cockroachdb/sqlalchemy-cockroachdb"
+        "connection_string": "mysql://{username}:{password}@{host}/{database}",
+        "default_port": 3306,
+        "parameters": {
+          "username": "Database username",
+          "password": "Database password",
+          "host": "localhost, 127.0.0.1, IP address, or hostname",
+          "database": "Database name"
+        },
+        "host_examples": [
+          {
+            "platform": "Localhost",
+            "host": "localhost or 127.0.0.1"
+          },
+          {
+            "platform": "Docker on Linux",
+            "host": "172.18.0.1"
+          },
+          {
+            "platform": "Docker on macOS",
+            "host": "docker.for.mac.host.internal"
+          },
+          {
+            "platform": "On-premise",
+            "host": "IP address or hostname"
+          }
+        ],
+        "drivers": [
+          {
+            "name": "mysqlclient",
+            "pypi_package": "mysqlclient",
+            "connection_string": "mysql://{username}:{password}@{host}/{database}",
+            "is_recommended": true,
+            "notes": "Recommended driver. May fail with caching_sha2_password auth."
+          },
+          {
+            "name": "mysql-connector-python",
+            "pypi_package": "mysql-connector-python",
+            "connection_string": "mysql+mysqlconnector://{username}:{password}@{host}/{database}",
+            "is_recommended": false,
+            "notes": "Required for newer MySQL databases using caching_sha2_password authentication."
+          }
+        ]
       },
-      "engine": "cockroachdb",
-      "engine_name": "CockroachDB",
-      "engine_aliases": [
-        "postgres"
-      ],
-      "default_driver": "psycopg2",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": true
-    },
-    "Couchbase": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
@@ -1507,9 +274,9 @@
         "HOUR": true,
         "SIX_HOURS": false,
         "DAY": true,
-        "WEEK": false,
+        "WEEK": true,
         "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
+        "WEEK_STARTING_MONDAY": true,
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
@@ -1517,156 +284,234 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.couchbase",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": false,
-      "subqueries": false,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "score": 59,
+      "max_score": 201,
+      "joins": true,
+      "subqueries": true,
+      "supports_dynamic_schema": true,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "query_cancelation": true,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 27,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "SQLite": {
+      "engine": "sqlite",
+      "engine_name": "SQLite",
       "documentation": {
-        "description": "Couchbase is a distributed NoSQL document database with SQL support.",
-        "pypi_packages": [
-          "couchbase-sqlalchemy"
-        ],
-        "connection_string": "couchbase://{username}:{password}@{hostname}:{port}?truststorepath={certificate_path}?ssl={true|false}",
-        "notes": "Supports Couchbase Analytics and Couchbase Columnar services.",
-        "docs_url": "https://github.com/couchbase/couchbase-sqlalchemy"
+        "description": "SQLite is a self-contained, serverless SQL database engine.",
+        "logo": "sqlite.jpg",
+        "homepage_url": "https://www.sqlite.org/",
+        "pypi_packages": [],
+        "connection_string": "sqlite:///path/to/file.db?check_same_thread=false",
+        "notes": "No additional library needed. SQLite is bundled with Python."
       },
-      "engine": "couchbase",
-      "engine_name": "Couchbase",
-      "engine_aliases": [
-        "couchbasedb"
-      ],
-      "default_driver": "couchbase",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "CrateDB": {
       "time_grains": {
         "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
+        "FIVE_SECONDS": true,
+        "THIRTY_SECONDS": true,
         "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
-        "HALF_HOUR": false,
+        "FIVE_MINUTES": true,
+        "TEN_MINUTES": true,
+        "FIFTEEN_MINUTES": true,
+        "THIRTY_MINUTES": true,
+        "HALF_HOUR": true,
         "HOUR": true,
-        "SIX_HOURS": false,
+        "SIX_HOURS": true,
         "DAY": true,
         "WEEK": true,
-        "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
+        "WEEK_STARTING_SUNDAY": true,
+        "WEEK_STARTING_MONDAY": true,
+        "WEEK_ENDING_SATURDAY": true,
+        "WEEK_ENDING_SUNDAY": true,
         "MONTH": true,
         "QUARTER": true,
-        "QUARTER_YEAR": false,
+        "QUARTER_YEAR": true,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.crate",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 41,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": true,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
+      "ssh_tunneling": false,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 28,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "AWS Athena": {
+      "engine": "aws_athena",
+      "engine_name": "AWS Athena",
       "documentation": {
-        "description": "CrateDB is a distributed SQL database for machine data.",
+        "description": "Amazon Athena is an interactive query service for analyzing data in S3 using SQL.",
+        "logo": "amazon-athena.jpg",
+        "homepage_url": "https://aws.amazon.com/athena/",
+        "drivers": [
+          {
+            "name": "PyAthena (REST)",
+            "pypi_package": "pyathena[pandas]",
+            "connection_string": "awsathena+rest://{aws_access_key_id}:{aws_secret_access_key}@athena.{region_name}.amazonaws.com/{schema_name}?s3_staging_dir={s3_staging_dir}",
+            "is_recommended": true,
+            "notes": "No Java required. URL-encode special characters (e.g., s3:// -> s3%3A//)."
+          },
+          {
+            "name": "PyAthenaJDBC",
+            "pypi_package": "PyAthenaJDBC",
+            "connection_string": "awsathena+jdbc://{aws_access_key_id}:{aws_secret_access_key}@athena.{region_name}.amazonaws.com/{schema_name}?s3_staging_dir={s3_staging_dir}",
+            "is_recommended": false,
+            "notes": "Requires Amazon Athena JDBC driver."
+          }
+        ],
+        "engine_parameters": [
+          {
+            "name": "IAM Role Assumption",
+            "description": "Assume a specific IAM role for queries",
+            "json": {
+              "connect_args": {
+                "role_arn": "<role arn>"
+              }
+            }
+          }
+        ],
+        "notes": "URL-encode special characters in s3_staging_dir (e.g., s3:// becomes s3%3A//)."
+      },
+      "time_grains": {},
+      "score": 0,
+      "max_score": 0,
+      "joins": true,
+      "subqueries": true,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false
+    },
+    "AWS DynamoDB": {
+      "engine": "aws_dynamodb",
+      "engine_name": "AWS DynamoDB",
+      "documentation": {
+        "description": "Amazon DynamoDB is a fully managed NoSQL database service.",
+        "homepage_url": "https://aws.amazon.com/dynamodb/",
         "pypi_packages": [
-          "sqlalchemy-cratedb"
+          "pydynamodb"
         ],
-        "version_requirements": "sqlalchemy-cratedb>=0.40.1,<1",
-        "default_port": 4200,
-        "connection_examples": [
+        "connection_string": "dynamodb://{access_key_id}:{secret_access_key}@dynamodb.{region_name}.amazonaws.com:443?connector=superset",
+        "docs_url": "https://github.com/passren/PyDynamoDB/wiki/5.-Superset"
+      },
+      "time_grains": {},
+      "score": 0,
+      "max_score": 0,
+      "joins": true,
+      "subqueries": true,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false
+    },
+    "AWS Redshift": {
+      "engine": "aws_redshift",
+      "engine_name": "AWS Redshift",
+      "documentation": {
+        "description": "Amazon Redshift is a fully managed data warehouse service.",
+        "logo": "redshift.png",
+        "homepage_url": "https://aws.amazon.com/redshift/",
+        "pypi_packages": [
+          "sqlalchemy-redshift"
+        ],
+        "default_port": 5439,
+        "parameters": {
+          "username": "Database username",
+          "password": "Database password",
+          "host": "AWS Endpoint",
+          "port": "Default 5439",
+          "database": "Database name"
+        },
+        "drivers": [
           {
-            "description": "Self-Managed (localhost)",
-            "connection_string": "crate://crate@127.0.0.1:4200"
+            "name": "psycopg2",
+            "pypi_package": "psycopg2",
+            "connection_string": "redshift+psycopg2://{username}:{password}@{host}:5439/{database}",
+            "is_recommended": true
           },
           {
-            "description": "CrateDB Cloud",
-            "connection_string": "crate://{username}:{password}@{clustername}.cratedb.net:4200/?ssl=true"
+            "name": "redshift_connector",
+            "pypi_package": "redshift_connector",
+            "connection_string": "redshift+redshift_connector://{username}:{password}@{host}:5439/{database}",
+            "is_recommended": false,
+            "notes": "Supports IAM-based credentials for clusters and serverless."
           }
         ],
-        "install_instructions": "echo \"sqlalchemy-cratedb\" >> ./docker/requirements-local.txt",
-        "docs_url": "https://cratedb.com/product/cloud"
+        "authentication_methods": [
+          {
+            "name": "IAM Credentials (Cluster)",
+            "description": "Use IAM-based temporary database credentials for Redshift clusters",
+            "requirements": "IAM role must have redshift:GetClusterCredentials permission",
+            "connection_string": "redshift+redshift_connector://",
+            "engine_parameters": {
+              "connect_args": {
+                "iam": true,
+                "database": "<database>",
+                "cluster_identifier": "<cluster_identifier>",
+                "db_user": "<db_user>"
+              }
+            }
+          },
+          {
+            "name": "IAM Credentials (Serverless)",
+            "description": "Use IAM-based credentials for Redshift Serverless",
+            "requirements": "IAM role must have redshift-serverless:GetCredentials and redshift-serverless:GetWorkgroup permissions",
+            "connection_string": "redshift+redshift_connector://",
+            "engine_parameters": {
+              "connect_args": {
+                "iam": true,
+                "is_serverless": true,
+                "serverless_acct_id": "<aws account number>",
+                "serverless_work_group": "<redshift work group>",
+                "database": "<database>",
+                "user": "IAMR:<superset iam role name>"
+              }
+            }
+          }
+        ]
       },
-      "engine": "crate",
-      "engine_name": "CrateDB",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
+      "time_grains": {},
+      "score": 0,
+      "max_score": 0,
+      "joins": true,
+      "subqueries": true,
       "supports_dynamic_schema": false,
       "supports_catalog": false
     },
-    "Databend": {
+    "Apache Doris": {
+      "engine": "apache_doris",
+      "engine_name": "Apache Doris",
+      "documentation": {
+        "description": "Apache Doris is a high-performance real-time analytical database.",
+        "logo": "doris.png",
+        "homepage_url": "https://doris.apache.org/",
+        "pypi_packages": [
+          "pydoris"
+        ],
+        "connection_string": "doris://{username}:{password}@{host}:{port}/{catalog}.{database}",
+        "parameters": {
+          "username": "User name",
+          "password": "Password",
+          "host": "Doris FE Host",
+          "port": "Doris FE port",
+          "catalog": "Catalog name",
+          "database": "Database name"
+        }
+      },
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
         "THIRTY_SECONDS": false,
         "MINUTE": true,
-        "FIVE_MINUTES": true,
-        "TEN_MINUTES": true,
-        "FIFTEEN_MINUTES": true,
+        "FIVE_MINUTES": false,
+        "TEN_MINUTES": false,
+        "FIFTEEN_MINUTES": false,
         "THIRTY_MINUTES": false,
         "HALF_HOUR": false,
         "HOUR": true,
@@ -1674,7 +519,7 @@
         "DAY": true,
         "WEEK": true,
         "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
+        "WEEK_STARTING_MONDAY": true,
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
@@ -1682,64 +527,57 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.databend",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 79,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": true,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": true,
-      "user_impersonation": false,
-      "file_upload": false,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": true,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": true,
+      "supports_catalog": true,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "query_cancelation": true,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 51,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Apache Drill": {
+      "engine": "apache_drill",
+      "engine_name": "Apache Drill",
       "documentation": {
-        "description": "Databend is an open-source cloud data warehouse.",
-        "pypi_packages": [
-          "databend-sqlalchemy"
+        "description": "Apache Drill is a schema-free SQL query engine for Hadoop and NoSQL.",
+        "logo": "apache-drill.png",
+        "homepage_url": "https://drill.apache.org/",
+        "drivers": [
+          {
+            "name": "SQLAlchemy (REST)",
+            "pypi_package": "sqlalchemy-drill",
+            "connection_string": "drill+sadrill://{username}:{password}@{host}:{port}/{storage_plugin}?use_ssl=True",
+            "is_recommended": true
+          },
+          {
+            "name": "JDBC",
+            "pypi_package": "sqlalchemy-drill",
+            "connection_string": "drill+jdbc://{username}:{password}@{host}:{port}",
+            "is_recommended": false,
+            "notes": "Requires Drill JDBC Driver installation.",
+            "docs_url": "https://drill.apache.org/docs/using-the-jdbc-driver/"
+          },
+          {
+            "name": "ODBC",
+            "pypi_package": "sqlalchemy-drill",
+            "is_recommended": false,
+            "notes": "See Apache Drill documentation for ODBC setup.",
+            "docs_url": "https://drill.apache.org/docs/installing-the-driver-on-linux/"
+          }
         ],
-        "version_requirements": "databend-sqlalchemy>=0.2.3",
-        "connection_string": "databend://{username}:{password}@{host}:{port}/{database_name}",
         "connection_examples": [
           {
-            "description": "Local connection",
-            "connection_string": "databend://user:password@localhost:8000/default?secure=false"
+            "description": "Local embedded mode",
+            "connection_string": "drill+sadrill://localhost:8047/dfs?use_ssl=False"
           }
         ]
       },
-      "engine": "databend",
-      "engine_name": "Databend",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": false,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Databricks": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
@@ -1747,136 +585,83 @@
         "MINUTE": true,
         "FIVE_MINUTES": false,
         "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
+        "FIFTEEN_MINUTES": true,
+        "THIRTY_MINUTES": true,
         "HALF_HOUR": false,
         "HOUR": true,
         "SIX_HOURS": false,
         "DAY": true,
         "WEEK": true,
-        "WEEK_STARTING_SUNDAY": true,
+        "WEEK_STARTING_SUNDAY": false,
         "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": true,
+        "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
         "QUARTER": true,
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.databricks",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 50,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": true,
-      "dynamic_schema": true,
-      "catalog": true,
-      "dynamic_catalog": true,
+      "supports_dynamic_schema": true,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": true,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 70,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Apache Druid": {
+      "engine": "apache_druid",
+      "engine_name": "Apache Druid",
       "documentation": {
-        "description": "Databricks is a unified analytics platform built on Apache Spark.",
+        "description": "Apache Druid is a high performance real-time analytics database.",
+        "logo": "druid.png",
+        "homepage_url": "https://druid.apache.org/",
         "pypi_packages": [
-          "databricks-sql-connector",
-          "sqlalchemy-databricks"
+          "pydruid"
         ],
-        "install_instructions": "pip install \"apache-superset[databricks]\"",
-        "connection_string": "databricks+connector://token:{access_token}@{server_hostname}:{port}/{database_name}",
+        "connection_string": "druid://{username}:{password}@{host}:{port}/druid/v2/sql",
+        "default_port": 9088,
         "parameters": {
-          "server_hostname": "Found in Configuration -> Advanced Options -> JDBC/ODBC",
-          "port": "Found in Configuration -> Advanced Options -> JDBC/ODBC",
-          "http_path": "Found in Configuration -> Advanced Options -> JDBC/ODBC",
-          "access_token": "From Settings -> User Settings -> Access Tokens"
+          "username": "Database username",
+          "password": "Database password",
+          "host": "IP address or URL of the host",
+          "port": "Default 9088"
         },
-        "engine_parameters": [
-          {
-            "name": "HTTP Path (Required)",
-            "description": "Must be specified in Engine Parameters",
-            "json": {
+        "ssl_configuration": {
+          "custom_certificate": "Add certificate in Root Certificate field. pydruid will automatically use https.",
+          "disable_ssl_verification": {
+            "engine_params": {
               "connect_args": {
-                "http_path": "sql/protocolv1/o/****"
+                "scheme": "https",
+                "ssl_verify_cert": false
               }
             }
           }
-        ],
-        "drivers": [
-          {
-            "name": "Native Connector (Recommended)",
-            "pypi_package": "databricks-sql-connector",
-            "connection_string": "databricks+connector://token:{access_token}@{server_hostname}:{port}/{database_name}",
-            "is_recommended": true
-          },
-          {
-            "name": "databricks-dbapi (Legacy)",
-            "pypi_package": "databricks-dbapi[sqlalchemy]",
-            "is_recommended": false,
-            "notes": "Older connector. Try if having problems with official connector."
-          },
-          {
-            "name": "Hive Connector",
-            "pypi_package": "databricks-dbapi[sqlalchemy]",
-            "connection_string": "databricks+pyhive://token:{access_token}@{server_hostname}:{port}/{database_name}",
-            "is_recommended": false
-          },
-          {
-            "name": "ODBC",
-            "pypi_package": "databricks-dbapi[sqlalchemy]",
-            "connection_string": "databricks+pyodbc://token:{access_token}@{server_hostname}:{port}/{database_name}",
-            "is_recommended": false,
-            "notes": "Requires ODBC drivers. Use for SQL endpoints.",
-            "odbc_driver_paths": {
-              "macOS": "/Library/simba/spark/lib/libsparkodbc_sbu.dylib",
-              "Linux": "/opt/simba/spark/lib/64/libsparkodbc_sb64.so"
-            },
-            "docs_url": "https://databricks.com/spark/odbc-drivers-download"
-          }
-        ]
+        },
+        "advanced_features": {
+          "aggregations": "Define common aggregations in datasource edit view under List Druid Column tab.",
+          "post_aggregations": "Create metrics with postagg as Metric Type and provide valid JSON post-aggregation definition."
+        },
+        "notes": "A native Druid connector ships with Superset (behind DRUID_IS_ACTIVE flag) but SQLAlchemy connector via pydruid is preferred."
       },
-      "engine": "databricks",
-      "engine_name": "Databricks",
-      "engine_aliases": [],
-      "default_driver": "databricks-sql-python",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": true
-    },
-    "Databricks (legacy)": {
       "time_grains": {
         "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
+        "FIVE_SECONDS": true,
+        "THIRTY_SECONDS": true,
         "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
+        "FIVE_MINUTES": true,
+        "TEN_MINUTES": true,
+        "FIFTEEN_MINUTES": true,
+        "THIRTY_MINUTES": true,
         "HALF_HOUR": false,
         "HOUR": true,
-        "SIX_HOURS": false,
+        "SIX_HOURS": true,
         "DAY": true,
         "WEEK": true,
         "WEEK_STARTING_SUNDAY": true,
@@ -1888,54 +673,32 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.databricks",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
+      "score": 47,
+      "max_score": 201,
+      "joins": false,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": true,
-      "dynamic_schema": true,
-      "catalog": true,
-      "dynamic_catalog": true,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 70,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Apache Hive": {
+      "engine": "apache_hive",
+      "engine_name": "Apache Hive",
       "documentation": {
-        "pypi_packages": [],
-        "connection_string": "databricks+connector://token:{access_token}@{host}:{port}/{database_name}"
+        "description": "Apache Hive is a data warehouse infrastructure built on Hadoop.",
+        "logo": "apache-hive.svg",
+        "homepage_url": "https://hive.apache.org/",
+        "pypi_packages": [
+          "pyhive"
+        ],
+        "connection_string": "hive://hive@{hostname}:{port}/{database}"
       },
-      "engine": "databricks",
-      "engine_name": "Databricks (legacy)",
-      "engine_aliases": [],
-      "default_driver": "connector",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": true
-    },
-    "Databricks Interactive Cluster": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
@@ -1959,56 +722,34 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.databricks",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 140,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": false,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 767,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": true,
-      "user_impersonation": true,
-      "file_upload": true,
-      "get_extra_table_metadata": true,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": true,
-      "dynamic_catalog": true,
+      "supports_dynamic_schema": true,
+      "supports_catalog": true,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": true,
-      "expand_data": true,
+      "supports_file_upload": true,
+      "user_impersonation": true,
       "query_cost_estimation": true,
-      "sql_validation": false,
-      "score": 140,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Apache Impala": {
+      "engine": "apache_impala",
+      "engine_name": "Apache Impala",
       "documentation": {
-        "pypi_packages": [],
-        "connection_string": "engine+driver://user:password@host:port/dbname[?key=value&key=value...]"
+        "description": "Apache Impala is an open-source massively parallel processing SQL query engine.",
+        "logo": "apache-impala.png",
+        "homepage_url": "https://impala.apache.org/",
+        "pypi_packages": [
+          "impyla"
+        ],
+        "connection_string": "impala://{hostname}:{port}/{database}"
       },
-      "engine": "databricks",
-      "engine_name": "Databricks Interactive Cluster",
-      "engine_aliases": [],
-      "default_driver": "pyhive",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": true
-    },
-    "Databricks SQL Endpoint": {
       "time_grains": {
-        "SECOND": true,
+        "SECOND": false,
         "FIVE_SECONDS": false,
         "THIRTY_SECONDS": false,
         "MINUTE": true,
@@ -2021,65 +762,43 @@
         "SIX_HOURS": false,
         "DAY": true,
         "WEEK": true,
-        "WEEK_STARTING_SUNDAY": true,
+        "WEEK_STARTING_SUNDAY": false,
         "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": true,
+        "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
         "QUARTER": true,
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.databricks",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 37,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "query_cancelation": true,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 30,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Apache Kylin": {
+      "engine": "apache_kylin",
+      "engine_name": "Apache Kylin",
       "documentation": {
-        "pypi_packages": [],
-        "connection_string": "engine+driver://user:password@host:port/dbname[?key=value&key=value...]"
+        "description": "Apache Kylin is an open-source OLAP engine for big data.",
+        "logo": "apache-kylin.png",
+        "homepage_url": "https://kylin.apache.org/",
+        "pypi_packages": [
+          "kylinpy"
+        ],
+        "connection_string": "kylin://{username}:{password}@{hostname}:{port}/{project}?{param1}={value1}&{param2}={value2}"
       },
-      "engine": "databricks",
-      "engine_name": "Databricks SQL Endpoint",
-      "engine_aliases": [],
-      "default_driver": "pyodbc",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Denodo": {
       "time_grains": {
-        "SECOND": false,
+        "SECOND": true,
         "FIVE_SECONDS": false,
         "THIRTY_SECONDS": false,
         "MINUTE": true,
@@ -2101,67 +820,59 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.denodo",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 28,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 27,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Apache Pinot": {
+      "engine": "apache_pinot",
+      "engine_name": "Apache Pinot",
       "documentation": {
-        "description": "Denodo is a data virtualization platform.",
+        "description": "Apache Pinot is a real-time distributed OLAP datastore.",
+        "logo": "apache-pinot.svg",
+        "homepage_url": "https://pinot.apache.org/",
         "pypi_packages": [
-          "denodo-sqlalchemy"
+          "pinotdb"
         ],
-        "connection_string": "denodo://{username}:{password}@{hostname}:{port}/{database}",
-        "default_port": 9996
+        "connection_string": "pinot+http://{broker_host}:{broker_port}/query?controller=http://{controller_host}:{controller_port}/",
+        "connection_examples": [
+          {
+            "description": "With authentication",
+            "connection_string": "pinot://{username}:{password}@{broker_host}:{broker_port}/query/sql?controller=http://{controller_host}:{controller_port}/verify_ssl=true"
+          }
+        ],
+        "engine_parameters": [
+          {
+            "name": "Multi-stage Query Engine",
+            "description": "Enable for Explore view, joins, window functions",
+            "json": {
+              "connect_args": {
+                "use_multistage_engine": "true"
+              }
+            },
+            "docs_url": "https://docs.pinot.apache.org/reference/multi-stage-engine"
+          }
+        ]
       },
-      "engine": "denodo",
-      "engine_name": "Denodo",
-      "engine_aliases": [],
-      "default_driver": "psycopg2",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Dremio": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
         "THIRTY_SECONDS": false,
         "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
+        "FIVE_MINUTES": true,
+        "TEN_MINUTES": true,
+        "FIFTEEN_MINUTES": true,
+        "THIRTY_MINUTES": true,
         "HALF_HOUR": false,
         "HOUR": true,
         "SIX_HOURS": false,
@@ -2176,151 +887,79 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.dremio",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "score": 32,
+      "max_score": 201,
+      "joins": false,
+      "subqueries": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 28,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Apache Solr": {
+      "engine": "apache_solr",
+      "engine_name": "Apache Solr",
       "documentation": {
-        "description": "Dremio is a data lake engine for self-service analytics.",
+        "description": "Apache Solr is an open-source enterprise search platform.",
+        "homepage_url": "https://solr.apache.org/",
         "pypi_packages": [
-          "sqlalchemy_dremio"
-        ],
-        "drivers": [
-          {
-            "name": "Arrow Flight (Recommended)",
-            "connection_string": "dremio+flight://{username}:{password}@{host}:32010/dremio",
-            "default_port": 32010,
-            "is_recommended": true,
-            "notes": "Better performance with Arrow Flight."
-          },
-          {
-            "name": "ODBC",
-            "connection_string": "dremio+pyodbc://{username}:{password}@{host}:31010/{database_name}/dremio?SSL=1",
-            "default_port": 31010,
-            "is_recommended": false
-          }
+          "sqlalchemy-solr"
         ],
-        "tutorials": [
-          "https://www.dremio.com/tutorials/dremio-apache-superset/"
-        ]
+        "connection_string": "solr://{username}:{password}@{host}:{port}/{server_path}/{collection}[/?use_ssl=true|false]"
       },
-      "engine": "dremio",
-      "engine_name": "Dremio",
-      "engine_aliases": [
-        "dremio+flight"
-      ],
-      "default_driver": "flight",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "DuckDB": {
       "time_grains": {
-        "SECOND": true,
+        "SECOND": false,
         "FIVE_SECONDS": false,
         "THIRTY_SECONDS": false,
-        "MINUTE": true,
+        "MINUTE": false,
         "FIVE_MINUTES": false,
         "TEN_MINUTES": false,
         "FIFTEEN_MINUTES": false,
         "THIRTY_MINUTES": false,
         "HALF_HOUR": false,
-        "HOUR": true,
+        "HOUR": false,
         "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
+        "DAY": false,
+        "WEEK": false,
         "WEEK_STARTING_SUNDAY": false,
         "WEEK_STARTING_MONDAY": false,
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
+        "MONTH": false,
+        "QUARTER": false,
         "QUARTER_YEAR": false,
-        "YEAR": true
+        "YEAR": false
       },
-      "module": "superset.db_engine_specs.duckdb",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "score": 20,
+      "max_score": 201,
+      "joins": false,
+      "subqueries": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 38,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Apache Spark SQL": {
+      "engine": "apache_spark_sql",
+      "engine_name": "Apache Spark SQL",
       "documentation": {
-        "description": "DuckDB is an in-process analytical database.",
+        "description": "Apache Spark SQL is a module for structured data processing.",
+        "homepage_url": "https://spark.apache.org/sql/",
         "pypi_packages": [
-          "duckdb-engine"
+          "pyhive"
         ],
-        "connection_string": "duckdb:///path/to/file.db",
-        "notes": "Great for local development. In-process database, no server needed."
+        "connection_string": "hive://hive@{hostname}:{port}/{database}"
       },
-      "engine": "duckdb",
-      "engine_name": "DuckDB",
-      "engine_aliases": [],
-      "default_driver": "duckdb_engine",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "ElasticSearch (OpenDistro SQL)": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
@@ -2334,73 +973,111 @@
         "HOUR": true,
         "SIX_HOURS": false,
         "DAY": true,
-        "WEEK": false,
-        "WEEK_STARTING_SUNDAY": false,
+        "WEEK": true,
+        "WEEK_STARTING_SUNDAY": true,
         "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": false,
+        "WEEK_ENDING_SATURDAY": true,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
-        "QUARTER": false,
+        "QUARTER": true,
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.elasticsearch",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": false,
+      "score": 140,
+      "max_score": 201,
+      "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": true,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": false,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": true,
+      "supports_catalog": true,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 26,
-      "max_score": 201,
+      "query_cancelation": true,
+      "supports_file_upload": true,
+      "user_impersonation": true,
+      "query_cost_estimation": true,
+      "sql_validation": false
+    },
+    "Arc": {
+      "engine": "arc",
+      "engine_name": "Arc",
       "documentation": {
-        "pypi_packages": [],
-        "connection_string": "engine+driver://user:password@host:port/dbname[?key=value&key=value...]"
+        "description": "Arc is a data platform with multiple connection options.",
+        "drivers": [
+          {
+            "name": "Apache Arrow (Recommended)",
+            "pypi_package": "arc-superset-arrow",
+            "connection_string": "arc+arrow://{api_key}@{hostname}:{port}/{database}",
+            "is_recommended": true,
+            "notes": "Recommended for production. Provides 3-5x better performance using Apache Arrow IPC binary format."
+          },
+          {
+            "name": "JSON",
+            "pypi_package": "arc-superset-dialect",
+            "connection_string": "arc+json://{api_key}@{hostname}:{port}/{database}",
+            "is_recommended": false
+          }
+        ],
+        "notes": "Arc supports multiple databases (schemas) within a single instance. Each Arc database appears as a schema in SQL Lab."
       },
-      "engine": "odelasticsearch",
-      "engine_name": "ElasticSearch (OpenDistro SQL)",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
+      "time_grains": {},
+      "score": 0,
+      "max_score": 0,
+      "joins": true,
+      "subqueries": true,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false
+    },
+    "Ascend.io": {
+      "engine": "ascend.io",
+      "engine_name": "Ascend.io",
+      "documentation": {
+        "description": "Ascend.io is a data automation platform.",
+        "pypi_packages": [
+          "impyla"
+        ],
+        "connection_string": "ascend://{username}:{password}@{hostname}:{port}/{database}?auth_mechanism=PLAIN;use_ssl=true"
+      },
+      "time_grains": {},
+      "score": 0,
+      "max_score": 0,
+      "joins": true,
+      "subqueries": true,
       "supports_dynamic_schema": false,
       "supports_catalog": false
     },
-    "ElasticSearch (SQL API)": {
+    "ClickHouse": {
+      "engine": "clickhouse",
+      "engine_name": "ClickHouse",
+      "documentation": {
+        "description": "ClickHouse is an open-source column-oriented OLAP database.",
+        "logo": "clickhouse.png",
+        "homepage_url": "https://clickhouse.com/",
+        "pypi_packages": [
+          "clickhouse-connect"
+        ],
+        "connection_string": "clickhousedb://{username}:{password}@{hostname}:{port}/{database}",
+        "version_requirements": "clickhouse-connect>=0.6.8",
+        "connection_examples": [
+          {
+            "description": "Altinity Cloud",
+            "connection_string": "clickhousedb://demo:demo@github.demo.trial.altinity.cloud/default?secure=true"
+          },
+          {
+            "description": "Local (no auth, no SSL)",
+            "connection_string": "clickhousedb://localhost/default"
+          }
+        ],
+        "install_instructions": "echo \"clickhouse-connect>=0.6.8\" >> ./docker/requirements-local.txt"
+      },
       "time_grains": {
-        "SECOND": true,
+        "SECOND": false,
         "FIVE_SECONDS": false,
         "THIRTY_SECONDS": false,
         "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
+        "FIVE_MINUTES": true,
+        "TEN_MINUTES": true,
+        "FIFTEEN_MINUTES": true,
+        "THIRTY_MINUTES": true,
         "HALF_HOUR": false,
         "HOUR": true,
         "SIX_HOURS": false,
@@ -2411,67 +1088,64 @@
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
-        "QUARTER": false,
+        "QUARTER": true,
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.elasticsearch",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": false,
+      "score": 51,
+      "max_score": 201,
+      "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": true,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": false,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": true,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": false,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 37,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Cloudflare D1": {
+      "engine": "cloudflare_d1",
+      "engine_name": "Cloudflare D1",
       "documentation": {
-        "pypi_packages": [],
-        "connection_string": "engine+driver://user:password@host:port/dbname[?key=value&key=value...]"
+        "description": "Cloudflare D1 is a serverless SQLite database.",
+        "pypi_packages": [
+          "superset-engine-d1"
+        ],
+        "connection_string": "d1://{cloudflare_account_id}:{cloudflare_api_token}@{cloudflare_d1_database_id}",
+        "install_instructions": "pip install superset-engine-d1"
+      },
+      "time_grains": {},
+      "score": 0,
+      "max_score": 0,
+      "joins": true,
+      "subqueries": true,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false
+    },
+    "CockroachDB": {
+      "engine": "cockroachdb",
+      "engine_name": "CockroachDB",
+      "documentation": {
+        "description": "CockroachDB is a distributed SQL database built for cloud applications.",
+        "homepage_url": "https://www.cockroachlabs.com/",
+        "pypi_packages": [
+          "cockroachdb"
+        ],
+        "connection_string": "cockroachdb://root@{hostname}:{port}/{database}?sslmode=disable",
+        "docs_url": "https://github.com/cockroachdb/sqlalchemy-cockroachdb"
       },
-      "engine": "elasticsearch",
-      "engine_name": "ElasticSearch (SQL API)",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Exasol": {
       "time_grains": {
         "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
+        "FIVE_SECONDS": true,
+        "THIRTY_SECONDS": true,
         "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
+        "FIVE_MINUTES": true,
+        "TEN_MINUTES": true,
+        "FIFTEEN_MINUTES": true,
+        "THIRTY_MINUTES": true,
         "HALF_HOUR": false,
         "HOUR": true,
         "SIX_HOURS": false,
@@ -2486,58 +1160,34 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.exasol",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 94,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 128,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": true,
+      "supports_catalog": true,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 28,
-      "max_score": 201,
+      "query_cancelation": true,
+      "supports_file_upload": true,
+      "user_impersonation": false,
+      "query_cost_estimation": true,
+      "sql_validation": false
+    },
+    "Couchbase": {
+      "engine": "couchbase",
+      "engine_name": "Couchbase",
       "documentation": {
-        "description": "Exasol is a high-performance in-memory analytics database.",
+        "description": "Couchbase is a distributed NoSQL document database with SQL support.",
+        "logo": "couchbase.svg",
+        "homepage_url": "https://www.couchbase.com/",
         "pypi_packages": [
-          "sqlalchemy-exasol"
+          "couchbase-sqlalchemy"
         ],
-        "connection_string": "exa+pyodbc://{username}:{password}@{hostname}:{port}/{schema}?CONNECTIONLCALL=en_US.UTF-8&driver=EXAODBC",
-        "docs_url": "https://github.com/exasol/sqlalchemy-exasol"
+        "connection_string": "couchbase://{username}:{password}@{hostname}:{port}?truststorepath={certificate_path}?ssl={true|false}",
+        "notes": "Supports Couchbase Analytics and Couchbase Columnar services.",
+        "docs_url": "https://github.com/couchbase/couchbase-sqlalchemy"
       },
-      "engine": "exa",
-      "engine_name": "Exasol",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Firebird": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
@@ -2557,68 +1207,48 @@
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
-        "QUARTER": false,
+        "QUARTER": true,
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.firebird",
-      "limit_method": 3,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "score": 27,
+      "max_score": 201,
+      "joins": false,
+      "subqueries": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 26,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "CrateDB": {
+      "engine": "cratedb",
+      "engine_name": "CrateDB",
       "documentation": {
-        "description": "Firebird is an open-source relational database.",
+        "description": "CrateDB is a distributed SQL database for machine data.",
+        "homepage_url": "https://cratedb.com/",
         "pypi_packages": [
-          "sqlalchemy-firebird"
+          "sqlalchemy-cratedb"
         ],
-        "version_requirements": "sqlalchemy-firebird>=0.7.0,<0.8",
-        "connection_string": "firebird+fdb://{username}:{password}@{host}:{port}//{path_to_db_file}",
+        "version_requirements": "sqlalchemy-cratedb>=0.40.1,<1",
+        "default_port": 4200,
         "connection_examples": [
           {
-            "description": "Local database",
-            "connection_string": "firebird+fdb://SYSDBA:masterkey@192.168.86.38:3050//Library/Frameworks/Firebird.framework/Versions/A/Resources/examples/empbuild/employee.fdb"
+            "description": "Self-Managed (localhost)",
+            "connection_string": "crate://crate@127.0.0.1:4200"
+          },
+          {
+            "description": "CrateDB Cloud",
+            "connection_string": "crate://{username}:{password}@{clustername}.cratedb.net:4200/?ssl=true"
           }
-        ]
+        ],
+        "install_instructions": "echo \"sqlalchemy-cratedb\" >> ./docker/requirements-local.txt",
+        "docs_url": "https://cratedb.com/product/cloud"
       },
-      "engine": "firebird",
-      "engine_name": "Firebird",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Firebolt": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
@@ -2642,161 +1272,47 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.firebolt",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 28,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 28,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Databend": {
+      "engine": "databend",
+      "engine_name": "Databend",
       "documentation": {
-        "description": "Firebolt is a cloud data warehouse for sub-second analytics.",
+        "description": "Databend is an open-source cloud data warehouse.",
+        "logo": "databend.png",
+        "homepage_url": "https://www.databend.com/",
         "pypi_packages": [
-          "firebolt-sqlalchemy"
+          "databend-sqlalchemy"
         ],
+        "version_requirements": "databend-sqlalchemy>=0.2.3",
+        "connection_string": "databend://{username}:{password}@{host}:{port}/{database_name}",
         "connection_examples": [
           {
-            "description": "User authentication",
-            "connection_string": "firebolt://{username}:{password}@{database}?account_name={name}"
-          },
-          {
-            "description": "User auth with engine",
-            "connection_string": "firebolt://{username}:{password}@{database}/{engine_name}?account_name={name}"
-          },
-          {
-            "description": "Service account",
-            "connection_string": "firebolt://{client_id}:{client_secret}@{database}?account_name={name}"
-          },
-          {
-            "description": "Service account with engine",
-            "connection_string": "firebolt://{client_id}:{client_secret}@{database}/{engine_name}?account_name={name}"
+            "description": "Local connection",
+            "connection_string": "databend://user:password@localhost:8000/default?secure=false"
           }
         ]
       },
-      "engine": "firebolt",
-      "engine_name": "Firebolt",
-      "engine_aliases": [],
-      "default_driver": "firebolt",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Google Sheets": {
       "time_grains": {
         "SECOND": true,
-        "FIVE_SECONDS": true,
-        "THIRTY_SECONDS": true,
+        "FIVE_SECONDS": false,
+        "THIRTY_SECONDS": false,
         "MINUTE": true,
         "FIVE_MINUTES": true,
         "TEN_MINUTES": true,
         "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": true,
-        "HALF_HOUR": true,
-        "HOUR": true,
-        "SIX_HOURS": true,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": true,
-        "WEEK_STARTING_MONDAY": true,
-        "WEEK_ENDING_SATURDAY": true,
-        "WEEK_ENDING_SUNDAY": true,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": true,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.gsheets",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": true,
-      "user_impersonation": true,
-      "file_upload": true,
-      "get_extra_table_metadata": true,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": false,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 61,
-      "max_score": 201,
-      "documentation": {
-        "description": "Query Google Sheets using SQL via the shillelagh library.",
-        "pypi_packages": [
-          "shillelagh[gsheetsapi]"
-        ],
-        "connection_string": "gsheets://",
-        "notes": "Google Sheets has a limited SQL API.",
-        "tutorials": [
-          "https://preset.io/blog/2020-06-01-connect-superset-google-sheets/"
-        ],
-        "docs_url": "https://github.com/betodealmeida/shillelagh"
-      },
-      "engine": "gsheets",
-      "engine_name": "Google Sheets",
-      "engine_aliases": [],
-      "default_driver": "apsw",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "IBM Db2": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
         "THIRTY_MINUTES": false,
         "HALF_HOUR": false,
         "HOUR": true,
@@ -2812,72 +1328,83 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.db2",
-      "limit_method": 2,
-      "limit_clause": true,
+      "score": 51,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 30,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": false,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 38,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Databricks": {
+      "engine": "databricks",
+      "engine_name": "Databricks",
       "documentation": {
-        "description": "IBM Db2 is a family of data management products.",
+        "description": "Databricks is a unified analytics platform built on Apache Spark.",
+        "logo": "databricks.png",
+        "homepage_url": "https://www.databricks.com/",
         "pypi_packages": [
-          "ibm_db_sa"
+          "databricks-sql-connector",
+          "sqlalchemy-databricks"
+        ],
+        "install_instructions": "pip install \"apache-superset[databricks]\"",
+        "connection_string": "databricks+connector://token:{access_token}@{server_hostname}:{port}/{database_name}",
+        "parameters": {
+          "server_hostname": "Found in Configuration -> Advanced Options -> JDBC/ODBC",
+          "port": "Found in Configuration -> Advanced Options -> JDBC/ODBC",
+          "http_path": "Found in Configuration -> Advanced Options -> JDBC/ODBC",
+          "access_token": "From Settings -> User Settings -> Access Tokens"
+        },
+        "engine_parameters": [
+          {
+            "name": "HTTP Path (Required)",
+            "description": "Must be specified in Engine Parameters",
+            "json": {
+              "connect_args": {
+                "http_path": "sql/protocolv1/o/****"
+              }
+            }
+          }
         ],
         "drivers": [
           {
-            "name": "ibm_db_sa (with LIMIT)",
-            "connection_string": "db2+ibm_db://{username}:{password}@{hostname}:{port}/{database}",
+            "name": "Native Connector (Recommended)",
+            "pypi_package": "databricks-sql-connector",
+            "connection_string": "databricks+connector://token:{access_token}@{server_hostname}:{port}/{database_name}",
             "is_recommended": true
           },
           {
-            "name": "ibm_db_sa (without LIMIT syntax)",
-            "connection_string": "ibm_db_sa://{username}:{password}@{hostname}:{port}/{database}",
+            "name": "databricks-dbapi (Legacy)",
+            "pypi_package": "databricks-dbapi[sqlalchemy]",
             "is_recommended": false,
-            "notes": "Use for older DB2 versions without LIMIT [n] syntax. Recommended for SQL Lab."
+            "notes": "Older connector. Try if having problems with official connector."
+          },
+          {
+            "name": "Hive Connector",
+            "pypi_package": "databricks-dbapi[sqlalchemy]",
+            "connection_string": "databricks+pyhive://token:{access_token}@{server_hostname}:{port}/{database_name}",
+            "is_recommended": false
+          },
+          {
+            "name": "ODBC",
+            "pypi_package": "databricks-dbapi[sqlalchemy]",
+            "connection_string": "databricks+pyodbc://token:{access_token}@{server_hostname}:{port}/{database_name}",
+            "is_recommended": false,
+            "notes": "Requires ODBC drivers. Use for SQL endpoints.",
+            "odbc_driver_paths": {
+              "macOS": "/Library/simba/spark/lib/libsparkodbc_sbu.dylib",
+              "Linux": "/opt/simba/spark/lib/64/libsparkodbc_sb64.so"
+            },
+            "docs_url": "https://databricks.com/spark/odbc-drivers-download"
           }
-        ],
-        "docs_url": "https://github.com/ibmdb/python-ibmdbsa"
+        ]
       },
-      "engine": "db2",
-      "engine_name": "IBM Db2",
-      "engine_aliases": [
-        "ibm_db_sa"
-      ],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": false
-    },
-    "IBM Db2 for i": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
@@ -2892,67 +1419,44 @@
         "SIX_HOURS": false,
         "DAY": true,
         "WEEK": true,
-        "WEEK_STARTING_SUNDAY": false,
+        "WEEK_STARTING_SUNDAY": true,
         "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": false,
+        "WEEK_ENDING_SATURDAY": true,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
         "QUARTER": true,
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.ibmi",
-      "limit_method": 2,
-      "limit_clause": true,
+      "score": 70,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 128,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": true,
+      "supports_catalog": true,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 38,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Denodo": {
+      "engine": "denodo",
+      "engine_name": "Denodo",
       "documentation": {
-        "pypi_packages": [],
-        "connection_string": "engine+driver://user:password@host:port/dbname[?key=value&key=value...]"
+        "description": "Denodo is a data virtualization platform.",
+        "logo": "denodo.png",
+        "homepage_url": "https://www.denodo.com/",
+        "pypi_packages": [
+          "denodo-sqlalchemy"
+        ],
+        "connection_string": "denodo://{username}:{password}@{hostname}:{port}/{database}",
+        "default_port": 9996
       },
-      "engine": "ibmi",
-      "engine_name": "IBM Db2 for i",
-      "engine_aliases": [
-        "ibm_db_sa"
-      ],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": false
-    },
-    "IBM Netezza Performance Server": {
       "time_grains": {
-        "SECOND": true,
+        "SECOND": false,
         "FIVE_SECONDS": false,
         "THIRTY_SECONDS": false,
         "MINUTE": true,
@@ -2974,63 +1478,58 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.netezza",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 27,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 28,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Dremio": {
+      "engine": "dremio",
+      "engine_name": "Dremio",
       "documentation": {
-        "pypi_packages": [],
-        "connection_string": "engine+driver://user:password@host:port/dbname[?key=value&key=value...]"
+        "description": "Dremio is a data lake engine for self-service analytics.",
+        "logo": "dremio.png",
+        "homepage_url": "https://www.dremio.com/",
+        "pypi_packages": [
+          "sqlalchemy_dremio"
+        ],
+        "drivers": [
+          {
+            "name": "Arrow Flight (Recommended)",
+            "connection_string": "dremio+flight://{username}:{password}@{host}:32010/dremio",
+            "default_port": 32010,
+            "is_recommended": true,
+            "notes": "Better performance with Arrow Flight."
+          },
+          {
+            "name": "ODBC",
+            "connection_string": "dremio+pyodbc://{username}:{password}@{host}:31010/{database_name}/dremio?SSL=1",
+            "default_port": 31010,
+            "is_recommended": false
+          }
+        ],
+        "tutorials": [
+          "https://www.dremio.com/tutorials/dremio-apache-superset/"
+        ]
       },
-      "engine": "netezza",
-      "engine_name": "IBM Netezza Performance Server",
-      "engine_aliases": [],
-      "default_driver": "nzpy",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "KustoKQL": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": true,
+        "THIRTY_SECONDS": false,
         "MINUTE": true,
-        "FIVE_MINUTES": true,
+        "FIVE_MINUTES": false,
         "TEN_MINUTES": false,
         "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": true,
+        "THIRTY_MINUTES": false,
         "HALF_HOUR": false,
         "HOUR": true,
         "SIX_HOURS": false,
@@ -3041,129 +1540,36 @@
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
-        "QUARTER": false,
+        "QUARTER": true,
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.kusto",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 28,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": true,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": false,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": true,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 40,
-      "max_score": 201,
-      "documentation": {
-        "pypi_packages": [],
-        "connection_string": "engine+driver://user:password@host:port/dbname[?key=value&key=value...]"
-      },
-      "engine": "kustokql",
-      "engine_name": "KustoKQL",
-      "engine_aliases": [],
-      "default_driver": null,
       "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "KustoSQL": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": true,
-        "TEN_MINUTES": true,
-        "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": false,
-        "HALF_HOUR": true,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": true,
-        "WEEK_STARTING_MONDAY": true,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.kusto",
-      "limit_method": 2,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": true,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": false,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": false,
       "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": true,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 54,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "DuckDB": {
+      "engine": "duckdb",
+      "engine_name": "DuckDB",
       "documentation": {
-        "pypi_packages": [],
-        "connection_string": "engine+driver://user:password@host:port/dbname[?key=value&key=value...]"
+        "description": "DuckDB is an in-process analytical database.",
+        "homepage_url": "https://duckdb.org/",
+        "pypi_packages": [
+          "duckdb-engine"
+        ],
+        "connection_string": "duckdb:///path/to/file.db",
+        "notes": "Great for local development. In-process database, no server needed."
       },
-      "engine": "kustosql",
-      "engine_name": "KustoSQL",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "MariaDB": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
@@ -3179,7 +1585,7 @@
         "DAY": true,
         "WEEK": true,
         "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": true,
+        "WEEK_STARTING_MONDAY": false,
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
@@ -3187,149 +1593,83 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.mariadb",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 64,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": true,
-      "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 59,
+      "score": 38,
       "max_score": 201,
-      "documentation": {
-        "description": "MariaDB is a community-developed fork of MySQL.",
-        "pypi_packages": [
-          "mysqlclient"
-        ],
-        "connection_string": "mysql://{username}:{password}@{host}/{database}",
-        "default_port": 3306,
-        "notes": "Uses the MySQL driver. Fully compatible with MySQL connector."
-      },
-      "engine": "mariadb",
-      "engine_name": "MariaDB",
-      "engine_aliases": [],
-      "default_driver": "mysqldb",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": false
-    },
-    "Microsoft SQL Server": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": true,
-        "FIVE_MINUTES": true,
-        "TEN_MINUTES": true,
-        "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": true,
-        "HALF_HOUR": false,
-        "HOUR": true,
-        "SIX_HOURS": false,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": true,
-        "WEEK_STARTING_MONDAY": true,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.mssql",
-      "limit_method": 1,
-      "limit_clause": true,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": false,
-      "max_column_name": 128,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 44,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Elasticsearch": {
+      "engine": "elasticsearch",
+      "engine_name": "Elasticsearch",
       "documentation": {
-        "description": "Microsoft SQL Server is a relational database management system.",
+        "description": "Elasticsearch is a distributed search and analytics engine.",
+        "homepage_url": "https://www.elastic.co/elasticsearch/",
         "pypi_packages": [
-          "pymssql"
+          "elasticsearch-dbapi"
         ],
-        "default_port": 1433,
-        "drivers": [
+        "connection_string": "elasticsearch+http://{username}:{password}@{host}:9200/",
+        "default_port": 9200,
+        "connection_examples": [
           {
-            "name": "pymssql",
-            "pypi_package": "pymssql",
-            "connection_string": "mssql+pymssql://{username}:{password}@{host}:{port}/{database}",
-            "is_recommended": true
+            "description": "HTTPS",
+            "connection_string": "elasticsearch+https://{username}:{password}@{host}:9200/"
           },
           {
-            "name": "pyodbc",
-            "pypi_package": "pyodbc",
-            "connection_string": "mssql+pyodbc:///?odbc_connect=Driver%3D%7BODBC+Driver+17+for+SQL+Server%7D%3BServer%3Dtcp%3A%3C{host}%3E%2C1433%3BDatabase%3D{database}%3BUid%3D{username}%3BPwd%3D{password}%3BEncrypt%3Dyes%3BConnection+Timeout%3D30",
-            "is_recommended": false,
-            "notes": "Connection string must be URL-encoded. Special characters like @ need encoding."
+            "description": "Disable SSL verification",
+            "connection_string": "elasticsearch+https://{username}:{password}@{host}:9200/?verify_certs=False"
           }
         ],
-        "docs_url": "https://docs.sqlalchemy.org/en/20/core/engines.html#escaping-special-characters-such-as-signs-in-passwords"
+        "engine_parameters": [
+          {
+            "name": "Time Zone",
+            "description": "Override default UTC time zone",
+            "json": {
+              "connect_args": {
+                "time_zone": "Asia/Shanghai"
+              }
+            }
+          }
+        ],
+        "notes": "Default row limit is 10000. Can be changed via ROW_LIMIT config.",
+        "advanced_features": {
+          "multi_index_queries": "Use SQL Lab to query multiple indices (e.g., SELECT * FROM \"logstash\")",
+          "multi_index_visualization": "Create an alias index for visualizations with multiple indices"
+        },
+        "warnings": [
+          "Before Elasticsearch 7.8, CAST function doesn't support time_zone setting. Use DATETIME_PARSE instead."
+        ],
+        "docs_url": "https://github.com/preset-io/elasticsearch-dbapi"
       },
-      "engine": "mssql",
-      "engine_name": "Microsoft SQL Server",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
+      "time_grains": {},
+      "score": 0,
+      "max_score": 0,
+      "joins": true,
+      "subqueries": true,
       "supports_dynamic_schema": false,
       "supports_catalog": false
     },
-    "MotherDuck": {
+    "Exasol": {
+      "engine": "exasol",
+      "engine_name": "Exasol",
+      "documentation": {
+        "description": "Exasol is a high-performance in-memory analytics database.",
+        "logo": "exasol.png",
+        "homepage_url": "https://www.exasol.com/",
+        "pypi_packages": [
+          "sqlalchemy-exasol"
+        ],
+        "connection_string": "exa+pyodbc://{username}:{password}@{hostname}:{port}/{schema}?CONNECTIONLCALL=en_US.UTF-8&driver=EXAODBC",
+        "docs_url": "https://github.com/exasol/sqlalchemy-exasol"
+      },
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
@@ -3353,56 +1693,39 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.duckdb",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 28,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": true,
-      "dynamic_catalog": true,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 58,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Firebird": {
+      "engine": "firebird",
+      "engine_name": "Firebird",
       "documentation": {
-        "pypi_packages": [],
-        "connection_string": "duckdb:///md:{database_name}?motherduck_token={SERVICE_TOKEN}"
+        "description": "Firebird is an open-source relational database.",
+        "logo": "firebird.png",
+        "homepage_url": "https://firebirdsql.org/",
+        "pypi_packages": [
+          "sqlalchemy-firebird"
+        ],
+        "version_requirements": "sqlalchemy-firebird>=0.7.0,<0.8",
+        "connection_string": "firebird+fdb://{username}:{password}@{host}:{port}//{path_to_db_file}",
+        "connection_examples": [
+          {
+            "description": "Local database",
+            "connection_string": "firebird+fdb://SYSDBA:masterkey@192.168.86.38:3050//Library/Frameworks/Firebird.framework/Versions/A/Resources/examples/empbuild/employee.fdb"
+          }
+        ]
       },
-      "engine": "motherduck",
-      "engine_name": "MotherDuck",
-      "engine_aliases": [
-        "duckdb"
-      ],
-      "default_driver": "duckdb_engine",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": true
-    },
-    "MySQL": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
@@ -3416,108 +1739,59 @@
         "HOUR": true,
         "SIX_HOURS": false,
         "DAY": true,
-        "WEEK": true,
+        "WEEK": false,
         "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": true,
+        "WEEK_STARTING_MONDAY": false,
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
-        "QUARTER": true,
+        "QUARTER": false,
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.mysql",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 26,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 64,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
-      "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "query_cancelation": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 59,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Firebolt": {
+      "engine": "firebolt",
+      "engine_name": "Firebolt",
       "documentation": {
-        "description": "MySQL is a popular open-source relational database.",
+        "description": "Firebolt is a cloud data warehouse for sub-second analytics.",
+        "logo": "firebolt.png",
+        "homepage_url": "https://www.firebolt.io/",
         "pypi_packages": [
-          "mysqlclient"
+          "firebolt-sqlalchemy"
         ],
-        "connection_string": "mysql://{username}:{password}@{host}/{database}",
-        "default_port": 3306,
-        "parameters": {
-          "username": "Database username",
-          "password": "Database password",
-          "host": "localhost, 127.0.0.1, IP address, or hostname",
-          "database": "Database name"
-        },
-        "host_examples": [
-          {
-            "platform": "Localhost",
-            "host": "localhost or 127.0.0.1"
-          },
+        "connection_examples": [
           {
-            "platform": "Docker on Linux",
-            "host": "172.18.0.1"
+            "description": "User authentication",
+            "connection_string": "firebolt://{username}:{password}@{database}?account_name={name}"
           },
           {
-            "platform": "Docker on macOS",
-            "host": "docker.for.mac.host.internal"
+            "description": "User auth with engine",
+            "connection_string": "firebolt://{username}:{password}@{database}/{engine_name}?account_name={name}"
           },
           {
-            "platform": "On-premise",
-            "host": "IP address or hostname"
-          }
-        ],
-        "drivers": [
-          {
-            "name": "mysqlclient",
-            "pypi_package": "mysqlclient",
-            "connection_string": "mysql://{username}:{password}@{host}/{database}",
-            "is_recommended": true,
-            "notes": "Recommended driver. May fail with caching_sha2_password auth."
+            "description": "Service account",
+            "connection_string": "firebolt://{client_id}:{client_secret}@{database}?account_name={name}"
           },
           {
-            "name": "mysql-connector-python",
-            "pypi_package": "mysql-connector-python",
-            "connection_string": "mysql+mysqlconnector://{username}:{password}@{host}/{database}",
-            "is_recommended": false,
-            "notes": "Required for newer MySQL databases using caching_sha2_password authentication."
+            "description": "Service account with engine",
+            "connection_string": "firebolt://{client_id}:{client_secret}@{database}/{engine_name}?account_name={name}"
           }
         ]
       },
-      "engine": "mysql",
-      "engine_name": "MySQL",
-      "engine_aliases": [],
-      "default_driver": "mysqldb",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": false
-    },
-    "OceanBase": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
@@ -3533,7 +1807,7 @@
         "DAY": true,
         "WEEK": true,
         "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": true,
+        "WEEK_STARTING_MONDAY": false,
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
@@ -3541,60 +1815,135 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.oceanbase",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 28,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 128,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
-      "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "query_cancelation": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 59,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Google BigQuery": {
+      "engine": "google_bigquery",
+      "engine_name": "Google BigQuery",
       "documentation": {
-        "description": "OceanBase is a distributed relational database.",
+        "description": "Google BigQuery is a serverless, highly scalable data warehouse.",
+        "logo": "google-big-query.svg",
+        "homepage_url": "https://cloud.google.com/bigquery/",
         "pypi_packages": [
-          "oceanbase_py"
+          "sqlalchemy-bigquery"
         ],
-        "connection_string": "oceanbase://{username}:{password}@{host}:{port}/{database}"
+        "connection_string": "bigquery://{project_id}",
+        "install_instructions": "echo \"sqlalchemy-bigquery\" >> ./docker/requirements-local.txt",
+        "authentication_methods": [
+          {
+            "name": "Service Account JSON",
+            "description": "Upload service account credentials JSON or paste in Secure Extra",
+            "secure_extra": {
+              "credentials_info": {
+                "type": "service_account",
+                "project_id": "...",
+                "private_key_id": "...",
+                "private_key": "...",
+                "client_email": "...",
+                "client_id": "...",
+                "auth_uri": "...",
+                "token_uri": "...",
+                "auth_provider_x509_cert_url": "...",
+                "client_x509_cert_url": "..."
+              }
+            }
+          }
+        ],
+        "notes": "Create a Service Account via GCP console with access to BigQuery datasets. For CSV/Excel uploads, also install pandas_gbq.",
+        "warnings": [
+          "Google BigQuery Python SDK is not compatible with gevent. Use a worker type other than gevent when deploying with gunicorn."
+        ],
+        "docs_url": "https://github.com/googleapis/python-bigquery-sqlalchemy"
       },
-      "engine": "oceanbase",
-      "engine_name": "OceanBase",
-      "engine_aliases": [
-        "oceanbase_py",
-        "oceanbase"
-      ],
-      "default_driver": "oceanbase",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
+      "time_grains": {},
+      "score": 0,
+      "max_score": 0,
+      "joins": true,
+      "subqueries": true,
+      "supports_dynamic_schema": false,
       "supports_catalog": false
     },
-    "Ocient": {
+    "Google Sheets": {
+      "engine": "google_sheets",
+      "engine_name": "Google Sheets",
+      "documentation": {
+        "description": "Query Google Sheets using SQL via the shillelagh library.",
+        "logo": "google-sheets.svg",
+        "homepage_url": "https://www.google.com/sheets/about/",
+        "pypi_packages": [
+          "shillelagh[gsheetsapi]"
+        ],
+        "connection_string": "gsheets://",
+        "notes": "Google Sheets has a limited SQL API.",
+        "tutorials": [
+          "https://preset.io/blog/2020-06-01-connect-superset-google-sheets/"
+        ],
+        "docs_url": "https://github.com/betodealmeida/shillelagh"
+      },
+      "time_grains": {
+        "SECOND": true,
+        "FIVE_SECONDS": true,
+        "THIRTY_SECONDS": true,
+        "MINUTE": true,
+        "FIVE_MINUTES": true,
+        "TEN_MINUTES": true,
+        "FIFTEEN_MINUTES": true,
+        "THIRTY_MINUTES": true,
+        "HALF_HOUR": true,
+        "HOUR": true,
+        "SIX_HOURS": true,
+        "DAY": true,
+        "WEEK": true,
+        "WEEK_STARTING_SUNDAY": true,
+        "WEEK_STARTING_MONDAY": true,
+        "WEEK_ENDING_SATURDAY": true,
+        "WEEK_ENDING_SUNDAY": true,
+        "MONTH": true,
+        "QUARTER": true,
+        "QUARTER_YEAR": true,
+        "YEAR": true
+      },
+      "score": 61,
+      "max_score": 201,
+      "joins": true,
+      "subqueries": true,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
+      "ssh_tunneling": false,
+      "query_cancelation": false,
+      "supports_file_upload": true,
+      "user_impersonation": true,
+      "query_cost_estimation": false,
+      "sql_validation": false
+    },
+    "SAP HANA": {
+      "engine": "sap_hana",
+      "engine_name": "SAP HANA",
+      "documentation": {
+        "description": "SAP HANA is an in-memory relational database and application platform.",
+        "logo": "sap-hana.jpg",
+        "homepage_url": "https://www.sap.com/products/technology-platform/hana.html",
+        "pypi_packages": [
+          "hdbcli",
+          "sqlalchemy-hana"
+        ],
+        "install_instructions": "pip install apache_superset[hana]",
+        "connection_string": "hana://{username}:{password}@{host}:{port}",
+        "docs_url": "https://github.com/SAP/sqlalchemy-hana"
+      },
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
@@ -3608,68 +1957,53 @@
         "HOUR": true,
         "SIX_HOURS": false,
         "DAY": true,
-        "WEEK": true,
+        "WEEK": false,
         "WEEK_STARTING_SUNDAY": false,
         "WEEK_STARTING_MONDAY": false,
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
-        "QUARTER": false,
-        "QUARTER_YEAR": true,
+        "QUARTER": true,
+        "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.ocient",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 27,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": false,
-      "max_column_name": 30,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
-      "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "query_cancelation": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 38,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "IBM Db2": {
+      "engine": "ibm_db2",
+      "engine_name": "IBM Db2",
       "documentation": {
-        "description": "Ocient is a hyperscale data analytics database.",
+        "description": "IBM Db2 is a family of data management products.",
         "pypi_packages": [
-          "sqlalchemy-ocient"
+          "ibm_db_sa"
         ],
-        "connection_string": "ocient://{username}:{password}@{host}:{port}/{database}",
-        "install_instructions": "pip install sqlalchemy-ocient"
+        "drivers": [
+          {
+            "name": "ibm_db_sa (with LIMIT)",
+            "connection_string": "db2+ibm_db://{username}:{password}@{hostname}:{port}/{database}",
+            "is_recommended": true
+          },
+          {
+            "name": "ibm_db_sa (without LIMIT syntax)",
+            "connection_string": "ibm_db_sa://{username}:{password}@{hostname}:{port}/{database}",
+            "is_recommended": false,
+            "notes": "Use for older DB2 versions without LIMIT [n] syntax. Recommended for SQL Lab."
+          }
+        ],
+        "docs_url": "https://github.com/ibmdb/python-ibmdbsa"
       },
-      "engine": "ocient",
-      "engine_name": "Ocient",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Oracle": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
@@ -3693,59 +2027,83 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.oracle",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 38,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 128,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": true,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 28,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "IBM Netezza": {
+      "engine": "ibm_netezza",
+      "engine_name": "IBM Netezza",
       "documentation": {
-        "description": "Oracle Database is a multi-model database management system.",
+        "description": "IBM Netezza Performance Server is a data warehouse appliance.",
+        "logo": "netezza.png",
+        "homepage_url": "https://www.ibm.com/products/netezza",
         "pypi_packages": [
-          "oracledb"
+          "nzalchemy"
         ],
-        "connection_string": "oracle://{username}:{password}@{hostname}:{port}",
-        "notes": "Previously used cx_Oracle, now uses oracledb.",
-        "docs_url": "https://cx-oracle.readthedocs.io/en/latest/user_guide/installation.html"
+        "connection_string": "netezza+nzpy://{username}:{password}@{hostname}:{port}/{database}"
       },
-      "engine": "oracle",
-      "engine_name": "Oracle",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
+      "time_grains": {},
+      "score": 0,
+      "max_score": 0,
+      "joins": true,
+      "subqueries": true,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false
+    },
+    "Kusto": {
+      "engine": "kusto",
+      "engine_name": "Kusto",
+      "documentation": {
+        "description": "Azure Data Explorer (Kusto) is a fast, fully managed data analytics service.",
+        "pypi_packages": [
+          "sqlalchemy-kusto"
+        ],
+        "version_requirements": "sqlalchemy-kusto>=2.0.0",
+        "connection_examples": [
+          {
+            "description": "SQL dialect",
+            "connection_string": "kustosql+https://{cluster_url}/{database}?azure_ad_client_id={client_id}&azure_ad_client_secret={secret}&azure_ad_tenant_id={tenant_id}&msi=False"
+          },
+          {
+            "description": "KQL dialect",
+            "connection_string": "kustokql+https://{cluster_url}/{database}?azure_ad_client_id={client_id}&azure_ad_client_secret={secret}&azure_ad_tenant_id={tenant_id}&msi=False"
+          }
+        ],
+        "notes": "Ensure user has privileges to access all required databases/tables/views."
+      },
+      "time_grains": {},
+      "score": 0,
+      "max_score": 0,
+      "joins": true,
+      "subqueries": true,
       "supports_dynamic_schema": false,
       "supports_catalog": false
     },
-    "Parseable": {
+    "MariaDB": {
+      "engine": "mariadb",
+      "engine_name": "MariaDB",
+      "documentation": {
+        "description": "MariaDB is a community-developed fork of MySQL.",
+        "logo": "mariadb.png",
+        "homepage_url": "https://mariadb.org/",
+        "pypi_packages": [
+          "mysqlclient"
+        ],
+        "connection_string": "mysql://{username}:{password}@{host}/{database}",
+        "default_port": 3306,
+        "notes": "Uses the MySQL driver. Fully compatible with MySQL connector."
+      },
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
@@ -3761,7 +2119,7 @@
         "DAY": true,
         "WEEK": true,
         "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
+        "WEEK_STARTING_MONDAY": true,
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
@@ -3769,69 +2127,52 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.parseable",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 59,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": true,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "query_cancelation": true,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 28,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Microsoft SQL Server": {
+      "engine": "microsoft_sql_server",
+      "engine_name": "Microsoft SQL Server",
       "documentation": {
-        "description": "Parseable is a distributed log analytics database with SQL-like query interface.",
+        "description": "Microsoft SQL Server is a relational database management system.",
+        "logo": "msql.png",
+        "homepage_url": "https://www.microsoft.com/en-us/sql-server",
         "pypi_packages": [
-          "sqlalchemy-parseable"
+          "pymssql"
         ],
-        "connection_string": "parseable://{username}:{password}@{hostname}:{port}/{stream_name}",
-        "connection_examples": [
+        "default_port": 1433,
+        "drivers": [
           {
-            "description": "Example connection",
-            "connection_string": "parseable://admin:admin@demo.parseable.com:443/ingress-nginx"
+            "name": "pymssql",
+            "pypi_package": "pymssql",
+            "connection_string": "mssql+pymssql://{username}:{password}@{host}:{port}/{database}",
+            "is_recommended": true
+          },
+          {
+            "name": "pyodbc",
+            "pypi_package": "pyodbc",
+            "connection_string": "mssql+pyodbc:///?odbc_connect=Driver%3D%7BODBC+Driver+17+for+SQL+Server%7D%3BServer%3Dtcp%3A%3C{host}%3E%2C1433%3BDatabase%3D{database}%3BUid%3D{username}%3BPwd%3D{password}%3BEncrypt%3Dyes%3BConnection+Timeout%3D30",
+            "is_recommended": false,
+            "notes": "Connection string must be URL-encoded. Special characters like @ need encoding."
           }
         ],
-        "notes": "Stream name in URI represents the Parseable logstream to query. Supports HTTP (80) and HTTPS (443).",
-        "docs_url": "https://www.parseable.io"
+        "docs_url": "https://docs.sqlalchemy.org/en/20/core/engines.html#escaping-special-characters-such-as-signs-in-passwords"
       },
-      "engine": "parseable",
-      "engine_name": "Parseable",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "PostgreSQL": {
       "time_grains": {
         "SECOND": true,
-        "FIVE_SECONDS": true,
-        "THIRTY_SECONDS": true,
+        "FIVE_SECONDS": false,
+        "THIRTY_SECONDS": false,
         "MINUTE": true,
         "FIVE_MINUTES": true,
         "TEN_MINUTES": true,
@@ -3842,8 +2183,8 @@
         "SIX_HOURS": false,
         "DAY": true,
         "WEEK": true,
-        "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
+        "WEEK_STARTING_SUNDAY": true,
+        "WEEK_STARTING_MONDAY": true,
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
@@ -3851,241 +2192,89 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.postgres",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 44,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 63,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": true,
-      "dynamic_catalog": true,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
-      "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": true,
-      "sql_validation": true,
-      "score": 104,
-      "max_score": 201,
+      "query_cancelation": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
+      "query_cost_estimation": false,
+      "sql_validation": false
+    },
+    "OceanBase": {
+      "engine": "oceanbase",
+      "engine_name": "OceanBase",
       "documentation": {
-        "description": "PostgreSQL is an advanced open-source relational database.",
+        "description": "OceanBase is a distributed relational database.",
+        "logo": "oceanbase.svg",
+        "homepage_url": "https://www.oceanbase.com/",
         "pypi_packages": [
-          "psycopg2"
-        ],
-        "connection_string": "postgresql://{username}:{password}@{host}:{port}/{database}",
-        "default_port": 5432,
-        "parameters": {
-          "username": "Database username",
-          "password": "Database password",
-          "host": "For localhost: localhost or 127.0.0.1. For AWS: endpoint URL",
-          "port": "Default 5432",
-          "database": "Database name"
-        },
-        "notes": "The psycopg2 library comes bundled with Superset Docker images.",
-        "connection_examples": [
-          {
-            "description": "Basic connection",
-            "connection_string": "postgresql://{username}:{password}@{host}:{port}/{database}"
-          },
-          {
-            "description": "With SSL required",
-            "connection_string": "postgresql://{username}:{password}@{host}:{port}/{database}?sslmode=require"
-          }
+          "oceanbase_py"
         ],
-        "docs_url": "https://www.postgresql.org/docs/",
-        "sqlalchemy_docs_url": "https://docs.sqlalchemy.org/en/13/dialects/postgresql.html",
-        "compatible_databases": [
-          {
-            "name": "Hologres",
-            "description": "Alibaba Cloud real-time interactive analytics service, fully compatible with PostgreSQL 11.",
-            "pypi_packages": [
-              "psycopg2"
-            ],
-            "connection_string": "postgresql+psycopg2://{username}:{password}@{host}:{port}/{database}",
-            "parameters": {
-              "username": "AccessKey ID of your Alibaba Cloud account",
-              "password": "AccessKey secret of your Alibaba Cloud account",
-              "host": "Public endpoint of the Hologres instance",
-              "port": "Port number of the Hologres instance",
-              "database": "Name of the Hologres database"
-            }
-          },
-          {
-            "name": "TimescaleDB",
-            "description": "Open-source relational database for time-series and analytics, built on PostgreSQL.",
-            "pypi_packages": [
-              "psycopg2"
-            ],
-            "connection_string": "postgresql://{username}:{password}@{host}:{port}/{database}",
-            "connection_examples": [
-              {
-                "description": "Timescale Cloud (SSL required)",
-                "connection_string": "postgresql://{username}:{password}@{host}:{port}/{database}?sslmode=require"
-              }
-            ],
-            "notes": "psycopg2 comes bundled with Superset Docker images.",
-            "docs_url": "https://docs.timescale.com/"
-          },
-          {
-            "name": "YugabyteDB",
-            "description": "Distributed SQL database built on top of PostgreSQL.",
-            "pypi_packages": [
-              "psycopg2"
-            ],
-            "connection_string": "postgresql://{username}:{password}@{host}:{port}/{database}",
-            "notes": "psycopg2 comes bundled with Superset Docker images.",
-            "docs_url": "https://www.yugabyte.com/"
-          }
-        ]
+        "connection_string": "oceanbase://{username}:{password}@{host}:{port}/{database}"
       },
-      "engine": "postgresql",
-      "engine_name": "PostgreSQL",
-      "engine_aliases": [
-        "postgres"
-      ],
-      "default_driver": "psycopg2",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": true
-    },
-    "Presto": {
       "time_grains": {
         "SECOND": true,
-        "FIVE_SECONDS": true,
-        "THIRTY_SECONDS": true,
+        "FIVE_SECONDS": false,
+        "THIRTY_SECONDS": false,
         "MINUTE": true,
-        "FIVE_MINUTES": true,
-        "TEN_MINUTES": true,
-        "FIFTEEN_MINUTES": true,
+        "FIVE_MINUTES": false,
+        "TEN_MINUTES": false,
+        "FIFTEEN_MINUTES": false,
         "THIRTY_MINUTES": false,
-        "HALF_HOUR": true,
+        "HALF_HOUR": false,
         "HOUR": true,
-        "SIX_HOURS": true,
+        "SIX_HOURS": false,
         "DAY": true,
         "WEEK": true,
-        "WEEK_STARTING_SUNDAY": true,
+        "WEEK_STARTING_SUNDAY": false,
         "WEEK_STARTING_MONDAY": true,
-        "WEEK_ENDING_SATURDAY": true,
-        "WEEK_ENDING_SUNDAY": true,
+        "WEEK_ENDING_SATURDAY": false,
+        "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
         "QUARTER": true,
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.presto",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 59,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": true,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": true,
-      "user_impersonation": true,
-      "file_upload": true,
-      "get_extra_table_metadata": true,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": true,
-      "dynamic_catalog": true,
+      "supports_dynamic_schema": true,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": true,
-      "expand_data": true,
-      "query_cost_estimation": true,
-      "sql_validation": true,
-      "score": 159,
-      "max_score": 201,
+      "supports_file_upload": true,
+      "user_impersonation": false,
+      "query_cost_estimation": false,
+      "sql_validation": false
+    },
+    "Ocient": {
+      "engine": "ocient",
+      "engine_name": "Ocient",
       "documentation": {
-        "description": "Presto is a distributed SQL query engine for big data.",
+        "description": "Ocient is a hyperscale data analytics database.",
         "pypi_packages": [
-          "pyhive"
-        ],
-        "connection_string": "presto://{username}:{password}@{hostname}:{port}/{database}",
-        "connection_examples": [
-          {
-            "description": "Basic connection",
-            "connection_string": "presto://{hostname}:{port}/{database}"
-          },
-          {
-            "description": "With authentication",
-            "connection_string": "presto://{username}:{password}@{hostname}:{port}/{database}"
-          },
-          {
-            "description": "Example with values",
-            "connection_string": "presto://datascientist:securepassword@presto.example.com:8080/hive"
-          }
+          "sqlalchemy-ocient"
         ],
-        "engine_parameters": [
-          {
-            "name": "Older Presto Version",
-            "description": "Configure for older Presto versions",
-            "json": {
-              "version": "0.123"
-            }
-          },
-          {
-            "name": "SSL Configuration",
-            "description": "Enable HTTPS with SSL",
-            "json": {
-              "connect_args": {
-                "protocol": "https",
-                "requests_kwargs": {
-                  "verify": false
-                }
-              }
-            }
-          }
-        ]
+        "connection_string": "ocient://{username}:{password}@{host}:{port}/{database}",
+        "install_instructions": "pip install sqlalchemy-ocient"
       },
-      "engine": "presto",
-      "engine_name": "Presto",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": true
-    },
-    "RisingWave": {
       "time_grains": {
         "SECOND": true,
-        "FIVE_SECONDS": true,
-        "THIRTY_SECONDS": true,
+        "FIVE_SECONDS": false,
+        "THIRTY_SECONDS": false,
         "MINUTE": true,
-        "FIVE_MINUTES": true,
-        "TEN_MINUTES": true,
-        "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": true,
+        "FIVE_MINUTES": false,
+        "TEN_MINUTES": false,
+        "FIFTEEN_MINUTES": false,
+        "THIRTY_MINUTES": false,
         "HALF_HOUR": false,
         "HOUR": true,
         "SIX_HOURS": false,
@@ -4096,64 +2285,38 @@
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": false,
+        "QUARTER": false,
+        "QUARTER_YEAR": true,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.risingwave",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 38,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 63,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": true,
-      "dynamic_catalog": true,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": true,
-      "sql_validation": false,
-      "score": 94,
-      "max_score": 201,
+      "supports_file_upload": true,
+      "user_impersonation": false,
+      "query_cost_estimation": false,
+      "sql_validation": false
+    },
+    "Oracle": {
+      "engine": "oracle",
+      "engine_name": "Oracle",
       "documentation": {
-        "description": "RisingWave is a distributed streaming database.",
+        "description": "Oracle Database is a multi-model database management system.",
+        "logo": "oraclelogo.png",
+        "homepage_url": "https://www.oracle.com/database/",
         "pypi_packages": [
-          "sqlalchemy-risingwave"
+          "oracledb"
         ],
-        "connection_string": "risingwave://root@{hostname}:{port}/{database}?sslmode=disable",
-        "docs_url": "https://github.com/risingwavelabs/sqlalchemy-risingwave"
+        "connection_string": "oracle://{username}:{password}@{hostname}:{port}",
+        "notes": "Previously used cx_Oracle, now uses oracledb.",
+        "docs_url": "https://cx-oracle.readthedocs.io/en/latest/user_guide/installation.html"
       },
-      "engine": "risingwave",
-      "engine_name": "RisingWave",
-      "engine_aliases": [
-        "postgres"
-      ],
-      "default_driver": "",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": true
-    },
-    "SAP HANA": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
@@ -4167,7 +2330,7 @@
         "HOUR": true,
         "SIX_HOURS": false,
         "DAY": true,
-        "WEEK": false,
+        "WEEK": true,
         "WEEK_STARTING_SUNDAY": false,
         "WEEK_STARTING_MONDAY": false,
         "WEEK_ENDING_SATURDAY": false,
@@ -4177,133 +2340,122 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.hana",
-      "limit_method": 2,
-      "limit_clause": true,
+      "score": 28,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 30,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 27,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Parseable": {
+      "engine": "parseable",
+      "engine_name": "Parseable",
       "documentation": {
-        "description": "SAP HANA is an in-memory relational database and application platform.",
+        "description": "Parseable is a distributed log analytics database with SQL-like query interface.",
         "pypi_packages": [
-          "hdbcli",
-          "sqlalchemy-hana"
+          "sqlalchemy-parseable"
         ],
-        "install_instructions": "pip install apache_superset[hana]",
-        "connection_string": "hana://{username}:{password}@{host}:{port}",
-        "docs_url": "https://github.com/SAP/sqlalchemy-hana"
+        "connection_string": "parseable://{username}:{password}@{hostname}:{port}/{stream_name}",
+        "connection_examples": [
+          {
+            "description": "Example connection",
+            "connection_string": "parseable://admin:admin@demo.parseable.com:443/ingress-nginx"
+          }
+        ],
+        "notes": "Stream name in URI represents the Parseable logstream to query. Supports HTTP (80) and HTTPS (443).",
+        "docs_url": "https://www.parseable.io"
       },
-      "engine": "hana",
-      "engine_name": "SAP HANA",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "SQLite": {
       "time_grains": {
         "SECOND": true,
-        "FIVE_SECONDS": true,
-        "THIRTY_SECONDS": true,
+        "FIVE_SECONDS": false,
+        "THIRTY_SECONDS": false,
         "MINUTE": true,
-        "FIVE_MINUTES": true,
-        "TEN_MINUTES": true,
-        "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": true,
-        "HALF_HOUR": true,
+        "FIVE_MINUTES": false,
+        "TEN_MINUTES": false,
+        "FIFTEEN_MINUTES": false,
+        "THIRTY_MINUTES": false,
+        "HALF_HOUR": false,
         "HOUR": true,
-        "SIX_HOURS": true,
+        "SIX_HOURS": false,
         "DAY": true,
         "WEEK": true,
-        "WEEK_STARTING_SUNDAY": true,
-        "WEEK_STARTING_MONDAY": true,
-        "WEEK_ENDING_SATURDAY": true,
-        "WEEK_ENDING_SUNDAY": true,
+        "WEEK_STARTING_SUNDAY": false,
+        "WEEK_STARTING_MONDAY": false,
+        "WEEK_ENDING_SATURDAY": false,
+        "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
         "QUARTER": true,
-        "QUARTER_YEAR": true,
+        "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.sqlite",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 28,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": true,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
+      "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 41,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Presto": {
+      "engine": "presto",
+      "engine_name": "Presto",
       "documentation": {
-        "description": "SQLite is a self-contained, serverless SQL database engine.",
-        "pypi_packages": [],
-        "connection_string": "sqlite:///path/to/file.db?check_same_thread=false",
-        "notes": "No additional library needed. SQLite is bundled with Python."
+        "description": "Presto is a distributed SQL query engine for big data.",
+        "logo": "presto-og.png",
+        "homepage_url": "https://prestodb.io/",
+        "pypi_packages": [
+          "pyhive"
+        ],
+        "connection_string": "presto://{username}:{password}@{hostname}:{port}/{database}",
+        "connection_examples": [
+          {
+            "description": "Basic connection",
+            "connection_string": "presto://{hostname}:{port}/{database}"
+          },
+          {
+            "description": "With authentication",
+            "connection_string": "presto://{username}:{password}@{hostname}:{port}/{database}"
+          },
+          {
+            "description": "Example with values",
+            "connection_string": "presto://datascientist:securepassword@presto.example.com:8080/hive"
+          }
+        ],
+        "engine_parameters": [
+          {
+            "name": "Older Presto Version",
+            "description": "Configure for older Presto versions",
+            "json": {
+              "version": "0.123"
+            }
+          },
+          {
+            "name": "SSL Configuration",
+            "description": "Enable HTTPS with SSL",
+            "json": {
+              "connect_args": {
+                "protocol": "https",
+                "requests_kwargs": {
+                  "verify": false
+                }
+              }
+            }
+          }
+        ]
       },
-      "engine": "sqlite",
-      "engine_name": "SQLite",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Shillelagh": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": true,
@@ -4312,7 +2464,7 @@
         "FIVE_MINUTES": true,
         "TEN_MINUTES": true,
         "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": true,
+        "THIRTY_MINUTES": false,
         "HALF_HOUR": true,
         "HOUR": true,
         "SIX_HOURS": true,
@@ -4324,66 +2476,43 @@
         "WEEK_ENDING_SUNDAY": true,
         "MONTH": true,
         "QUARTER": true,
-        "QUARTER_YEAR": true,
+        "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.shillelagh",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 159,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": true,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": false,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 41,
-      "max_score": 201,
-      "documentation": {
-        "pypi_packages": [],
-        "connection_string": "shillelagh://"
-      },
-      "engine": "shillelagh",
-      "engine_name": "Shillelagh",
-      "engine_aliases": [],
-      "default_driver": "apsw",
+      "supports_dynamic_schema": true,
+      "supports_catalog": true,
+      "supports_dynamic_catalog": false,
+      "ssh_tunneling": true,
+      "query_cancelation": true,
       "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
+      "user_impersonation": true,
+      "query_cost_estimation": true,
+      "sql_validation": true
     },
-    "SingleStore": {
+    "RisingWave": {
+      "engine": "risingwave",
+      "engine_name": "RisingWave",
+      "documentation": {
+        "description": "RisingWave is a distributed streaming database.",
+        "pypi_packages": [
+          "sqlalchemy-risingwave"
+        ],
+        "connection_string": "risingwave://root@{hostname}:{port}/{database}?sslmode=disable",
+        "docs_url": "https://github.com/risingwavelabs/sqlalchemy-risingwave"
+      },
       "time_grains": {
         "SECOND": true,
-        "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
+        "FIVE_SECONDS": true,
+        "THIRTY_SECONDS": true,
         "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
+        "FIVE_MINUTES": true,
+        "TEN_MINUTES": true,
+        "FIFTEEN_MINUTES": true,
+        "THIRTY_MINUTES": true,
         "HALF_HOUR": false,
         "HOUR": true,
         "SIX_HOURS": false,
@@ -4398,41 +2527,23 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.singlestore",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 94,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 256,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": true,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": true,
+      "supports_catalog": true,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 68,
-      "max_score": 201,
+      "supports_file_upload": true,
+      "user_impersonation": false,
+      "query_cost_estimation": true,
+      "sql_validation": false
+    },
+    "SingleStore": {
+      "engine": "singlestore",
+      "engine_name": "SingleStore",
       "documentation": {
         "description": "SingleStore is a distributed SQL database for real-time analytics.",
         "pypi_packages": [
@@ -4441,24 +2552,15 @@
         "connection_string": "singlestoredb://{username}:{password}@{host}:{port}/{database}",
         "docs_url": "https://github.com/singlestore-labs/sqlalchemy-singlestoredb"
       },
-      "engine": "singlestoredb",
-      "engine_name": "SingleStore",
-      "engine_aliases": [],
-      "default_driver": "singlestoredb",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": false
-    },
-    "Snowflake": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
         "THIRTY_SECONDS": false,
         "MINUTE": true,
-        "FIVE_MINUTES": true,
-        "TEN_MINUTES": true,
-        "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": true,
+        "FIVE_MINUTES": false,
+        "TEN_MINUTES": false,
+        "FIFTEEN_MINUTES": false,
+        "THIRTY_MINUTES": false,
         "HALF_HOUR": false,
         "HOUR": true,
         "SIX_HOURS": false,
@@ -4473,43 +2575,27 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.snowflake",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 68,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 256,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": true,
-      "dynamic_catalog": true,
+      "supports_dynamic_schema": true,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 72,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Snowflake": {
+      "engine": "snowflake",
+      "engine_name": "Snowflake",
       "documentation": {
         "description": "Snowflake is a cloud-native data warehouse.",
+        "logo": "snowflake.svg",
+        "homepage_url": "https://www.snowflake.com/",
         "pypi_packages": [
           "snowflake-sqlalchemy"
         ],
@@ -4554,31 +2640,22 @@
         "notes": "Schema is not required in connection string (defined per table/query). Ensure user has privileges for all databases/schemas/tables/views/warehouses.",
         "docs_url": "https://docs.snowflake.com/en/user-guide/key-pair-auth.html"
       },
-      "engine": "snowflake",
-      "engine_name": "Snowflake",
-      "engine_aliases": [],
-      "default_driver": "snowflake",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": true
-    },
-    "StarRocks": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
         "THIRTY_SECONDS": false,
         "MINUTE": true,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
+        "FIVE_MINUTES": true,
+        "TEN_MINUTES": true,
+        "FIFTEEN_MINUTES": true,
+        "THIRTY_MINUTES": true,
         "HALF_HOUR": false,
         "HOUR": true,
         "SIX_HOURS": false,
         "DAY": true,
         "WEEK": true,
         "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": true,
+        "WEEK_STARTING_MONDAY": false,
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
@@ -4586,43 +2663,27 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.starrocks",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 72,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 64,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": false,
-      "user_impersonation": true,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": true,
+      "supports_catalog": true,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 69,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "StarRocks": {
+      "engine": "starrocks",
+      "engine_name": "StarRocks",
       "documentation": {
         "description": "StarRocks is a next-generation sub-second MPP database.",
+        "logo": "starrocks.png",
+        "homepage_url": "https://www.starrocks.io/",
         "pypi_packages": [
           "starrocks"
         ],
@@ -4637,86 +2698,6 @@
         },
         "docs_url": "https://docs.starrocks.io/docs/integrations/BI_integrations/Superset/"
       },
-      "engine": "starrocks",
-      "engine_name": "StarRocks",
-      "engine_aliases": [],
-      "default_driver": "starrocks",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": false
-    },
-    "Superset meta database": {
-      "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": true,
-        "THIRTY_SECONDS": true,
-        "MINUTE": true,
-        "FIVE_MINUTES": true,
-        "TEN_MINUTES": true,
-        "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": true,
-        "HALF_HOUR": true,
-        "HOUR": true,
-        "SIX_HOURS": true,
-        "DAY": true,
-        "WEEK": true,
-        "WEEK_STARTING_SUNDAY": true,
-        "WEEK_STARTING_MONDAY": true,
-        "WEEK_ENDING_SATURDAY": true,
-        "WEEK_ENDING_SUNDAY": true,
-        "MONTH": true,
-        "QUARTER": true,
-        "QUARTER_YEAR": true,
-        "YEAR": true
-      },
-      "module": "superset.db_engine_specs.superset",
-      "limit_method": 1,
-      "limit_clause": true,
-      "joins": true,
-      "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": true,
-      "user_impersonation": false,
-      "file_upload": false,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
-      "ssh_tunneling": false,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 31,
-      "max_score": 201,
-      "documentation": {
-        "pypi_packages": [],
-        "connection_string": "superset://"
-      },
-      "engine": "superset",
-      "engine_name": "Superset meta database",
-      "engine_aliases": [],
-      "default_driver": "",
-      "supports_file_upload": false,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "TDengine": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": false,
@@ -4732,51 +2713,35 @@
         "DAY": true,
         "WEEK": true,
         "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
+        "WEEK_STARTING_MONDAY": true,
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
-        "MONTH": false,
-        "QUARTER": false,
+        "MONTH": true,
+        "QUARTER": true,
         "QUARTER_YEAR": false,
-        "YEAR": false
+        "YEAR": true
       },
-      "module": "superset.db_engine_specs.tdengine",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 69,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 64,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": true,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "query_cancelation": true,
+      "supports_file_upload": true,
+      "user_impersonation": true,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 25,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "TDengine": {
+      "engine": "tdengine",
+      "engine_name": "TDengine",
       "documentation": {
         "description": "TDengine is a high-performance time-series database for IoT.",
+        "logo": "tdengine.png",
+        "homepage_url": "https://tdengine.com/",
         "pypi_packages": [
           "taospy",
           "taos-ws-py"
@@ -4791,17 +2756,8 @@
         ],
         "docs_url": "https://www.tdengine.com"
       },
-      "engine": "taosws",
-      "engine_name": "TDengine",
-      "engine_aliases": [],
-      "default_driver": "taosws",
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Teradata": {
       "time_grains": {
-        "SECOND": false,
+        "SECOND": true,
         "FIVE_SECONDS": false,
         "THIRTY_SECONDS": false,
         "MINUTE": true,
@@ -4818,48 +2774,32 @@
         "WEEK_STARTING_MONDAY": false,
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
-        "MONTH": true,
-        "QUARTER": true,
+        "MONTH": false,
+        "QUARTER": false,
         "QUARTER_YEAR": false,
-        "YEAR": true
+        "YEAR": false
       },
-      "module": "superset.db_engine_specs.teradata",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 25,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": 30,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 27,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "Teradata": {
+      "engine": "teradata",
+      "engine_name": "Teradata",
       "documentation": {
         "description": "Teradata is an enterprise data warehouse platform.",
+        "logo": "teradata.png",
+        "homepage_url": "https://www.teradata.com/",
         "pypi_packages": [
           "teradatasqlalchemy"
         ],
@@ -4885,75 +2825,50 @@
           }
         ]
       },
-      "engine": "teradatasql",
-      "engine_name": "Teradata",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "Trino": {
       "time_grains": {
-        "SECOND": true,
-        "FIVE_SECONDS": true,
-        "THIRTY_SECONDS": true,
+        "SECOND": false,
+        "FIVE_SECONDS": false,
+        "THIRTY_SECONDS": false,
         "MINUTE": true,
-        "FIVE_MINUTES": true,
-        "TEN_MINUTES": true,
-        "FIFTEEN_MINUTES": true,
+        "FIVE_MINUTES": false,
+        "TEN_MINUTES": false,
+        "FIFTEEN_MINUTES": false,
         "THIRTY_MINUTES": false,
-        "HALF_HOUR": true,
+        "HALF_HOUR": false,
         "HOUR": true,
-        "SIX_HOURS": true,
+        "SIX_HOURS": false,
         "DAY": true,
         "WEEK": true,
-        "WEEK_STARTING_SUNDAY": true,
-        "WEEK_STARTING_MONDAY": true,
-        "WEEK_ENDING_SATURDAY": true,
-        "WEEK_ENDING_SUNDAY": true,
+        "WEEK_STARTING_SUNDAY": false,
+        "WEEK_STARTING_MONDAY": false,
+        "WEEK_ENDING_SATURDAY": false,
+        "WEEK_ENDING_SUNDAY": false,
         "MONTH": true,
         "QUARTER": true,
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.trino",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 27,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": true,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": true,
-      "function_names": true,
-      "user_impersonation": true,
-      "file_upload": true,
-      "get_extra_table_metadata": true,
-      "dbapi_exception_mapping": true,
-      "custom_errors": false,
-      "dynamic_schema": true,
-      "catalog": true,
-      "dynamic_catalog": true,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
-      "query_cancelation": true,
-      "get_metrics": false,
-      "where_latest_partition": true,
-      "expand_data": false,
-      "query_cost_estimation": true,
-      "sql_validation": false,
-      "score": 149,
-      "max_score": 201,
+      "query_cancelation": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
+      "query_cost_estimation": false,
+      "sql_validation": false
+    },
+    "Trino": {
+      "engine": "trino",
+      "engine_name": "Trino",
       "documentation": {
         "description": "Trino is a distributed SQL query engine for big data analytics.",
+        "logo": "trino.png",
+        "homepage_url": "https://trino.io/",
         "pypi_packages": [
           "trino"
         ],
@@ -5034,15 +2949,6 @@
           "https://trino.io/episodes/12.html"
         ]
       },
-      "engine": "trino",
-      "engine_name": "Trino",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": true,
-      "supports_catalog": true
-    },
-    "Vertica": {
       "time_grains": {
         "SECOND": true,
         "FIVE_SECONDS": true,
@@ -5051,58 +2957,42 @@
         "FIVE_MINUTES": true,
         "TEN_MINUTES": true,
         "FIFTEEN_MINUTES": true,
-        "THIRTY_MINUTES": true,
-        "HALF_HOUR": false,
+        "THIRTY_MINUTES": false,
+        "HALF_HOUR": true,
         "HOUR": true,
-        "SIX_HOURS": false,
+        "SIX_HOURS": true,
         "DAY": true,
         "WEEK": true,
-        "WEEK_STARTING_SUNDAY": false,
-        "WEEK_STARTING_MONDAY": false,
-        "WEEK_ENDING_SATURDAY": false,
-        "WEEK_ENDING_SUNDAY": false,
+        "WEEK_STARTING_SUNDAY": true,
+        "WEEK_STARTING_MONDAY": true,
+        "WEEK_ENDING_SATURDAY": true,
+        "WEEK_ENDING_SUNDAY": true,
         "MONTH": true,
         "QUARTER": true,
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.vertica",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 149,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": true,
+      "supports_catalog": true,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
-      "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
-      "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 34,
-      "max_score": 201,
+      "query_cancelation": true,
+      "supports_file_upload": true,
+      "user_impersonation": true,
+      "query_cost_estimation": true,
+      "sql_validation": false
+    },
+    "Vertica": {
+      "engine": "vertica",
+      "engine_name": "Vertica",
       "documentation": {
         "description": "Vertica is a column-oriented analytics database.",
+        "logo": "vertica.png",
+        "homepage_url": "https://www.vertica.com/",
         "pypi_packages": [
           "sqlalchemy-vertica-python"
         ],
@@ -5118,18 +3008,9 @@
         "notes": "Supports load balancer backup host configuration.",
         "docs_url": "http://www.vertica.com/"
       },
-      "engine": "vertica",
-      "engine_name": "Vertica",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "YDB": {
       "time_grains": {
         "SECOND": true,
-        "FIVE_SECONDS": false,
+        "FIVE_SECONDS": true,
         "THIRTY_SECONDS": true,
         "MINUTE": true,
         "FIVE_MINUTES": true,
@@ -5150,43 +3031,27 @@
         "QUARTER_YEAR": false,
         "YEAR": true
       },
-      "module": "superset.db_engine_specs.ydb",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 34,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": false,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": true,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 23,
-      "max_score": 201,
+      "sql_validation": false
+    },
+    "YDB": {
+      "engine": "ydb",
+      "engine_name": "YDB",
       "documentation": {
         "description": "YDB is a distributed SQL database by Yandex.",
+        "logo": "ydb.svg",
+        "homepage_url": "https://ydb.tech/",
         "pypi_packages": [
           "ydb-sqlalchemy"
         ],
@@ -5239,87 +3104,42 @@
         ],
         "docs_url": "https://ydb.tech/"
       },
-      "engine": "yql",
-      "engine_name": "YDB",
-      "engine_aliases": [
-        "ydb",
-        "yql+ydb"
-      ],
-      "default_driver": "ydb",
-      "supports_file_upload": false,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
-    },
-    "base": {
       "time_grains": {
-        "SECOND": false,
+        "SECOND": true,
         "FIVE_SECONDS": false,
-        "THIRTY_SECONDS": false,
-        "MINUTE": false,
-        "FIVE_MINUTES": false,
-        "TEN_MINUTES": false,
-        "FIFTEEN_MINUTES": false,
-        "THIRTY_MINUTES": false,
+        "THIRTY_SECONDS": true,
+        "MINUTE": true,
+        "FIVE_MINUTES": true,
+        "TEN_MINUTES": true,
+        "FIFTEEN_MINUTES": true,
+        "THIRTY_MINUTES": true,
         "HALF_HOUR": false,
-        "HOUR": false,
+        "HOUR": true,
         "SIX_HOURS": false,
-        "DAY": false,
-        "WEEK": false,
+        "DAY": true,
+        "WEEK": true,
         "WEEK_STARTING_SUNDAY": false,
         "WEEK_STARTING_MONDAY": false,
         "WEEK_ENDING_SATURDAY": false,
         "WEEK_ENDING_SUNDAY": false,
-        "MONTH": false,
-        "QUARTER": false,
+        "MONTH": true,
+        "QUARTER": true,
         "QUARTER_YEAR": false,
-        "YEAR": false
+        "YEAR": true
       },
-      "module": "superset.db_engine_specs.base",
-      "limit_method": 1,
-      "limit_clause": true,
+      "score": 23,
+      "max_score": 201,
       "joins": true,
       "subqueries": true,
-      "alias_in_select": true,
-      "alias_in_orderby": true,
-      "time_groupby_inline": false,
-      "alias_to_source_column": false,
-      "order_by_not_in_select": true,
-      "expressions_in_orderby": false,
-      "cte_in_subquery": true,
-      "max_column_name": null,
-      "sql_comments": true,
-      "escaped_colons": true,
-      "masked_encrypted_extra": false,
-      "column_type_mapping": false,
-      "function_names": false,
-      "user_impersonation": false,
-      "file_upload": true,
-      "get_extra_table_metadata": false,
-      "dbapi_exception_mapping": false,
-      "custom_errors": false,
-      "dynamic_schema": false,
-      "catalog": false,
-      "dynamic_catalog": false,
+      "supports_dynamic_schema": false,
+      "supports_catalog": false,
+      "supports_dynamic_catalog": false,
       "ssh_tunneling": true,
       "query_cancelation": false,
-      "get_metrics": false,
-      "where_latest_partition": false,
-      "expand_data": false,
+      "supports_file_upload": false,
+      "user_impersonation": false,
       "query_cost_estimation": false,
-      "sql_validation": false,
-      "score": 20,
-      "max_score": 201,
-      "documentation": {
-        "pypi_packages": [],
-        "connection_string": "engine+driver://user:password@host:port/dbname[?key=value&key=value...]"
-      },
-      "engine": "base",
-      "engine_name": "base",
-      "engine_aliases": [],
-      "default_driver": null,
-      "supports_file_upload": true,
-      "supports_dynamic_schema": false,
-      "supports_catalog": false
+      "sql_validation": false
     }
   }
-}
+}
\ No newline at end of file
diff --git a/docs/src/pages/index.tsx b/docs/src/pages/index.tsx
index acf099a519..e11598d9da 100644
--- a/docs/src/pages/index.tsx
+++ b/docs/src/pages/index.tsx
@@ -23,12 +23,25 @@ import { Card, Carousel, Flex } from 'antd';
 import styled from '@emotion/styled';
 import GitHubButton from 'react-github-btn';
 import { mq } from '../utils';
-import { Databases } from '../resources/data';
 import SectionHeader from '../components/SectionHeader';
+import databaseData from '../data/databases.json';
 import BlurredSection from '../components/BlurredSection';
 import DataSet from '../../../RESOURCES/INTHEWILD.yaml';
+import type { DatabaseData } from '../components/databases/types';
 import '../styles/main.less';
 
+// Build database list from databases.json (databases with logos)
+const typedDatabaseData = databaseData as DatabaseData;
+const Databases = Object.entries(typedDatabaseData.databases)
+  .filter(([, db]) => db.documentation?.logo && db.documentation?.homepage_url)
+  .map(([name, db]) => ({
+    title: name,
+    href: db.documentation?.homepage_url,
+    imgName: db.documentation?.logo,
+    docPath: `/docs/databases/${name.toLowerCase().replace(/[^a-z0-9]+/g, '-').replace(/^-|-$/g, '')}`,
+  }))
+  .sort((a, b) => a.title.localeCompare(b.title));
+
 interface Organization {
   name: string;
   url: string;
@@ -761,21 +774,17 @@ export default function Home(): JSX.Element {
           <StyledIntegrations>
             <SectionHeader level="h2" title="Supported Databases" />
             <div className="database-grid">
-              {Databases.map(({ title, href, imgName }) => (
+              {Databases.map(({ title, imgName, docPath }) => (
                 <div className="item" key={title}>
-                  {href ? (
-                    <a href={href} aria-label={`Go to ${title} page`}>
-                      <img src={`/img/databases/${imgName}`} title={title} />
-                    </a>
-                  ) : (
+                  <a href={docPath} aria-label={`${title} documentation`}>
                     <img src={`/img/databases/${imgName}`} title={title} />
-                  )}
+                  </a>
                 </div>
               ))}
             </div>
             <span className="database-sub">
               ...and many other{' '}
-              <a href="/docs/configuration/databases#installing-database-drivers">
+              <a href="/docs/databases#installing-database-drivers">
                 compatible databases
               </a>
             </span>
diff --git a/docs/tsconfig.json b/docs/tsconfig.json
index cd998d5a69..b29d41ca6d 100644
--- a/docs/tsconfig.json
+++ b/docs/tsconfig.json
@@ -8,6 +8,8 @@
     "strict": false,
     "jsx": "react-jsx",
     "moduleResolution": "node",
+    "resolveJsonModule": true,
+    "esModuleInterop": true,
     "types": ["@docusaurus/module-type-aliases"],
     "paths": {
       "@superset-ui/core": ["../superset-frontend/packages/superset-ui-core/src"],
diff --git a/docs/versions-config.json b/docs/versions-config.json
index 402cb720ab..3587ebb9d6 100644
--- a/docs/versions-config.json
+++ b/docs/versions-config.json
@@ -1,7 +1,7 @@
 {
   "docs": {
     "disabled": false,
-    "lastVersion": "6.0.0",
+    "lastVersion": "current",
     "includeCurrentVersion": true,
     "onlyIncludeVersions": [
       "current",
@@ -11,7 +11,7 @@
       "current": {
         "label": "Next",
         "path": "",
-        "banner": "unreleased"
+        "banner": "none"
       },
       "6.0.0": {
         "label": "6.0.0",
diff --git a/superset/db_engine_specs/lib.py b/superset/db_engine_specs/lib.py
index 34b9b1122f..f724311717 100644
--- a/superset/db_engine_specs/lib.py
+++ b/superset/db_engine_specs/lib.py
@@ -33,6 +33,8 @@ from superset.db_engine_specs.base import BaseEngineSpec
 DATABASE_DOCS: dict[str, dict[str, Any]] = {
     "PostgreSQL": {
         "description": "PostgreSQL is an advanced open-source relational database.",
+        "logo": "postgresql.svg",
+        "homepage_url": "https://www.postgresql.org/",
         "pypi_packages": ["psycopg2"],
         "connection_string": "postgresql://{username}:{password}@{host}:{port}/{database}",
         "default_port": 5432,
@@ -60,6 +62,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
             {
                 "name": "Hologres",
                 "description": "Alibaba Cloud real-time interactive analytics service, fully compatible with PostgreSQL 11.",
+                "logo": "hologres.png",
+                "homepage_url": "https://www.alibabacloud.com/product/hologres",
                 "pypi_packages": ["psycopg2"],
                 "connection_string": "postgresql+psycopg2://{username}:{password}@{host}:{port}/{database}",
                 "parameters": {
@@ -73,6 +77,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
             {
                 "name": "TimescaleDB",
                 "description": "Open-source relational database for time-series and analytics, built on PostgreSQL.",
+                "logo": "timescale.png",
+                "homepage_url": "https://www.timescale.com/",
                 "pypi_packages": ["psycopg2"],
                 "connection_string": "postgresql://{username}:{password}@{host}:{port}/{database}",
                 "connection_examples": [
@@ -87,6 +93,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
             {
                 "name": "YugabyteDB",
                 "description": "Distributed SQL database built on top of PostgreSQL.",
+                "logo": "yugabyte.png",
+                "homepage_url": "https://www.yugabyte.com/",
                 "pypi_packages": ["psycopg2"],
                 "connection_string": "postgresql://{username}:{password}@{host}:{port}/{database}",
                 "notes": "psycopg2 comes bundled with Superset Docker images.",
@@ -96,6 +104,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "MySQL": {
         "description": "MySQL is a popular open-source relational database.",
+        "logo": "mysql.jpg",
+        "homepage_url": "https://www.mysql.com/",
         "pypi_packages": ["mysqlclient"],
         "connection_string": "mysql://{username}:{password}@{host}/{database}",
         "default_port": 3306,
@@ -130,12 +140,16 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "SQLite": {
         "description": "SQLite is a self-contained, serverless SQL database engine.",
+        "logo": "sqlite.jpg",
+        "homepage_url": "https://www.sqlite.org/",
         "pypi_packages": [],
         "connection_string": "sqlite:///path/to/file.db?check_same_thread=false",
         "notes": "No additional library needed. SQLite is bundled with Python.",
     },
     "AWS Athena": {
         "description": "Amazon Athena is an interactive query service for analyzing data in S3 using SQL.",
+        "logo": "amazon-athena.jpg",
+        "homepage_url": "https://aws.amazon.com/athena/",
         "drivers": [
             {
                 "name": "PyAthena (REST)",
@@ -163,12 +177,15 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "AWS DynamoDB": {
         "description": "Amazon DynamoDB is a fully managed NoSQL database service.",
+        "homepage_url": "https://aws.amazon.com/dynamodb/",
         "pypi_packages": ["pydynamodb"],
         "connection_string": "dynamodb://{access_key_id}:{secret_access_key}@dynamodb.{region_name}.amazonaws.com:443?connector=superset",
         "docs_url": "https://github.com/passren/PyDynamoDB/wiki/5.-Superset",
     },
     "AWS Redshift": {
         "description": "Amazon Redshift is a fully managed data warehouse service.",
+        "logo": "redshift.png",
+        "homepage_url": "https://aws.amazon.com/redshift/",
         "pypi_packages": ["sqlalchemy-redshift"],
         "default_port": 5439,
         "parameters": {
@@ -228,6 +245,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Apache Doris": {
         "description": "Apache Doris is a high-performance real-time analytical database.",
+        "logo": "doris.png",
+        "homepage_url": "https://doris.apache.org/",
         "pypi_packages": ["pydoris"],
         "connection_string": "doris://{username}:{password}@{host}:{port}/{catalog}.{database}",
         "parameters": {
@@ -241,6 +260,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Apache Drill": {
         "description": "Apache Drill is a schema-free SQL query engine for Hadoop and NoSQL.",
+        "logo": "apache-drill.png",
+        "homepage_url": "https://drill.apache.org/",
         "drivers": [
             {
                 "name": "SQLAlchemy (REST)",
@@ -273,6 +294,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Apache Druid": {
         "description": "Apache Druid is a high performance real-time analytics database.",
+        "logo": "druid.png",
+        "homepage_url": "https://druid.apache.org/",
         "pypi_packages": ["pydruid"],
         "connection_string": "druid://{username}:{password}@{host}:{port}/druid/v2/sql",
         "default_port": 9088,
@@ -298,21 +321,29 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Apache Hive": {
         "description": "Apache Hive is a data warehouse infrastructure built on Hadoop.",
+        "logo": "apache-hive.svg",
+        "homepage_url": "https://hive.apache.org/",
         "pypi_packages": ["pyhive"],
         "connection_string": "hive://hive@{hostname}:{port}/{database}",
     },
     "Apache Impala": {
         "description": "Apache Impala is an open-source massively parallel processing SQL query engine.",
+        "logo": "apache-impala.png",
+        "homepage_url": "https://impala.apache.org/",
         "pypi_packages": ["impyla"],
         "connection_string": "impala://{hostname}:{port}/{database}",
     },
     "Apache Kylin": {
         "description": "Apache Kylin is an open-source OLAP engine for big data.",
+        "logo": "apache-kylin.png",
+        "homepage_url": "https://kylin.apache.org/",
         "pypi_packages": ["kylinpy"],
         "connection_string": "kylin://{username}:{password}@{hostname}:{port}/{project}?{param1}={value1}&{param2}={value2}",
     },
     "Apache Pinot": {
         "description": "Apache Pinot is a real-time distributed OLAP datastore.",
+        "logo": "apache-pinot.svg",
+        "homepage_url": "https://pinot.apache.org/",
         "pypi_packages": ["pinotdb"],
         "connection_string": "pinot+http://{broker_host}:{broker_port}/query?controller=http://{controller_host}:{controller_port}/",
         "connection_examples": [
@@ -332,11 +363,13 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Apache Solr": {
         "description": "Apache Solr is an open-source enterprise search platform.",
+        "homepage_url": "https://solr.apache.org/",
         "pypi_packages": ["sqlalchemy-solr"],
         "connection_string": "solr://{username}:{password}@{host}:{port}/{server_path}/{collection}[/?use_ssl=true|false]",
     },
     "Apache Spark SQL": {
         "description": "Apache Spark SQL is a module for structured data processing.",
+        "homepage_url": "https://spark.apache.org/sql/",
         "pypi_packages": ["pyhive"],
         "connection_string": "hive://hive@{hostname}:{port}/{database}",
     },
@@ -366,6 +399,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "ClickHouse": {
         "description": "ClickHouse is an open-source column-oriented OLAP database.",
+        "logo": "clickhouse.png",
+        "homepage_url": "https://clickhouse.com/",
         "pypi_packages": ["clickhouse-connect"],
         "connection_string": "clickhousedb://{username}:{password}@{hostname}:{port}/{database}",
         "version_requirements": "clickhouse-connect>=0.6.8",
@@ -389,12 +424,15 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "CockroachDB": {
         "description": "CockroachDB is a distributed SQL database built for cloud applications.",
+        "homepage_url": "https://www.cockroachlabs.com/",
         "pypi_packages": ["cockroachdb"],
         "connection_string": "cockroachdb://root@{hostname}:{port}/{database}?sslmode=disable",
         "docs_url": "https://github.com/cockroachdb/sqlalchemy-cockroachdb",
     },
     "Couchbase": {
         "description": "Couchbase is a distributed NoSQL document database with SQL support.",
+        "logo": "couchbase.svg",
+        "homepage_url": "https://www.couchbase.com/",
         "pypi_packages": ["couchbase-sqlalchemy"],
         "connection_string": "couchbase://{username}:{password}@{hostname}:{port}?truststorepath={certificate_path}?ssl={true|false}",
         "notes": "Supports Couchbase Analytics and Couchbase Columnar services.",
@@ -402,6 +440,7 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "CrateDB": {
         "description": "CrateDB is a distributed SQL database for machine data.",
+        "homepage_url": "https://cratedb.com/",
         "pypi_packages": ["sqlalchemy-cratedb"],
         "version_requirements": "sqlalchemy-cratedb>=0.40.1,<1",
         "default_port": 4200,
@@ -420,6 +459,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Databend": {
         "description": "Databend is an open-source cloud data warehouse.",
+        "logo": "databend.png",
+        "homepage_url": "https://www.databend.com/",
         "pypi_packages": ["databend-sqlalchemy"],
         "version_requirements": "databend-sqlalchemy>=0.2.3",
         "connection_string": "databend://{username}:{password}@{host}:{port}/{database_name}",
@@ -432,6 +473,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Databricks": {
         "description": "Databricks is a unified analytics platform built on Apache Spark.",
+        "logo": "databricks.png",
+        "homepage_url": "https://www.databricks.com/",
         "pypi_packages": ["databricks-sql-connector", "sqlalchemy-databricks"],
         "install_instructions": 'pip install "apache-superset[databricks]"',
         "connection_string": "databricks+connector://token:{access_token}@{server_hostname}:{port}/{database_name}",
@@ -483,12 +526,16 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Denodo": {
         "description": "Denodo is a data virtualization platform.",
+        "logo": "denodo.png",
+        "homepage_url": "https://www.denodo.com/",
         "pypi_packages": ["denodo-sqlalchemy"],
         "connection_string": "denodo://{username}:{password}@{hostname}:{port}/{database}",
         "default_port": 9996,
     },
     "Dremio": {
         "description": "Dremio is a data lake engine for self-service analytics.",
+        "logo": "dremio.png",
+        "homepage_url": "https://www.dremio.com/",
         "pypi_packages": ["sqlalchemy_dremio"],
         "drivers": [
             {
@@ -509,12 +556,14 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "DuckDB": {
         "description": "DuckDB is an in-process analytical database.",
+        "homepage_url": "https://duckdb.org/",
         "pypi_packages": ["duckdb-engine"],
         "connection_string": "duckdb:///path/to/file.db",
         "notes": "Great for local development. In-process database, no server needed.",
     },
     "Elasticsearch": {
         "description": "Elasticsearch is a distributed search and analytics engine.",
+        "homepage_url": "https://www.elastic.co/elasticsearch/",
         "pypi_packages": ["elasticsearch-dbapi"],
         "connection_string": "elasticsearch+http://{username}:{password}@{host}:9200/",
         "default_port": 9200,
@@ -547,12 +596,16 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Exasol": {
         "description": "Exasol is a high-performance in-memory analytics database.",
+        "logo": "exasol.png",
+        "homepage_url": "https://www.exasol.com/",
         "pypi_packages": ["sqlalchemy-exasol"],
         "connection_string": "exa+pyodbc://{username}:{password}@{hostname}:{port}/{schema}?CONNECTIONLCALL=en_US.UTF-8&driver=EXAODBC",
         "docs_url": "https://github.com/exasol/sqlalchemy-exasol",
     },
     "Firebird": {
         "description": "Firebird is an open-source relational database.",
+        "logo": "firebird.png",
+        "homepage_url": "https://firebirdsql.org/",
         "pypi_packages": ["sqlalchemy-firebird"],
         "version_requirements": "sqlalchemy-firebird>=0.7.0,<0.8",
         "connection_string": "firebird+fdb://{username}:{password}@{host}:{port}//{path_to_db_file}",
@@ -565,6 +618,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Firebolt": {
         "description": "Firebolt is a cloud data warehouse for sub-second analytics.",
+        "logo": "firebolt.png",
+        "homepage_url": "https://www.firebolt.io/",
         "pypi_packages": ["firebolt-sqlalchemy"],
         "connection_examples": [
             {
@@ -587,6 +642,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Google BigQuery": {
         "description": "Google BigQuery is a serverless, highly scalable data warehouse.",
+        "logo": "google-big-query.svg",
+        "homepage_url": "https://cloud.google.com/bigquery/",
         "pypi_packages": ["sqlalchemy-bigquery"],
         "connection_string": "bigquery://{project_id}",
         "install_instructions": 'echo "sqlalchemy-bigquery" >> ./docker/requirements-local.txt',
@@ -618,6 +675,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Google Sheets": {
         "description": "Query Google Sheets using SQL via the shillelagh library.",
+        "logo": "google-sheets.svg",
+        "homepage_url": "https://www.google.com/sheets/about/",
         "pypi_packages": ["shillelagh[gsheetsapi]"],
         "connection_string": "gsheets://",
         "notes": "Google Sheets has a limited SQL API.",
@@ -626,6 +685,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "SAP HANA": {
         "description": "SAP HANA is an in-memory relational database and application platform.",
+        "logo": "sap-hana.jpg",
+        "homepage_url": "https://www.sap.com/products/technology-platform/hana.html",
         "pypi_packages": ["hdbcli", "sqlalchemy-hana"],
         "install_instructions": 'pip install apache_superset[hana]',
         "connection_string": "hana://{username}:{password}@{host}:{port}",
@@ -651,6 +712,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "IBM Netezza": {
         "description": "IBM Netezza Performance Server is a data warehouse appliance.",
+        "logo": "netezza.png",
+        "homepage_url": "https://www.ibm.com/products/netezza",
         "pypi_packages": ["nzalchemy"],
         "connection_string": "netezza+nzpy://{username}:{password}@{hostname}:{port}/{database}",
     },
@@ -672,6 +735,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "MariaDB": {
         "description": "MariaDB is a community-developed fork of MySQL.",
+        "logo": "mariadb.png",
+        "homepage_url": "https://mariadb.org/",
         "pypi_packages": ["mysqlclient"],
         "connection_string": "mysql://{username}:{password}@{host}/{database}",
         "default_port": 3306,
@@ -679,6 +744,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Microsoft SQL Server": {
         "description": "Microsoft SQL Server is a relational database management system.",
+        "logo": "msql.png",
+        "homepage_url": "https://www.microsoft.com/en-us/sql-server",
         "pypi_packages": ["pymssql"],
         "default_port": 1433,
         "drivers": [
@@ -700,6 +767,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "OceanBase": {
         "description": "OceanBase is a distributed relational database.",
+        "logo": "oceanbase.svg",
+        "homepage_url": "https://www.oceanbase.com/",
         "pypi_packages": ["oceanbase_py"],
         "connection_string": "oceanbase://{username}:{password}@{host}:{port}/{database}",
     },
@@ -711,6 +780,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Oracle": {
         "description": "Oracle Database is a multi-model database management system.",
+        "logo": "oraclelogo.png",
+        "homepage_url": "https://www.oracle.com/database/",
         "pypi_packages": ["oracledb"],
         "connection_string": "oracle://{username}:{password}@{hostname}:{port}",
         "notes": "Previously used cx_Oracle, now uses oracledb.",
@@ -731,6 +802,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Presto": {
         "description": "Presto is a distributed SQL query engine for big data.",
+        "logo": "presto-og.png",
+        "homepage_url": "https://prestodb.io/",
         "pypi_packages": ["pyhive"],
         "connection_string": "presto://{username}:{password}@{hostname}:{port}/{database}",
         "connection_examples": [
@@ -779,6 +852,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Snowflake": {
         "description": "Snowflake is a cloud-native data warehouse.",
+        "logo": "snowflake.svg",
+        "homepage_url": "https://www.snowflake.com/",
         "pypi_packages": ["snowflake-sqlalchemy"],
         "connection_string": "snowflake://{user}:{password}@{account}.{region}/{database}?role={role}&warehouse={warehouse}",
         "install_instructions": 'echo "snowflake-sqlalchemy" >> ./docker/requirements-local.txt',
@@ -823,6 +898,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "StarRocks": {
         "description": "StarRocks is a next-generation sub-second MPP database.",
+        "logo": "starrocks.png",
+        "homepage_url": "https://www.starrocks.io/",
         "pypi_packages": ["starrocks"],
         "connection_string": "starrocks://{username}:{password}@{host}:{port}/{catalog}.{database}",
         "parameters": {
@@ -837,6 +914,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "TDengine": {
         "description": "TDengine is a high-performance time-series database for IoT.",
+        "logo": "tdengine.png",
+        "homepage_url": "https://tdengine.com/",
         "pypi_packages": ["taospy", "taos-ws-py"],
         "connection_string": "taosws://{user}:{password}@{host}:{port}",
         "default_port": 6041,
@@ -850,6 +929,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Teradata": {
         "description": "Teradata is an enterprise data warehouse platform.",
+        "logo": "teradata.png",
+        "homepage_url": "https://www.teradata.com/",
         "pypi_packages": ["teradatasqlalchemy"],
         "connection_string": "teradatasql://{user}:{password}@{host}",
         "drivers": [
@@ -875,6 +956,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Trino": {
         "description": "Trino is a distributed SQL query engine for big data analytics.",
+        "logo": "trino.png",
+        "homepage_url": "https://trino.io/",
         "pypi_packages": ["trino"],
         "connection_string": "trino://{username}:{password}@{hostname}:{port}/{catalog}",
         "version_requirements": "Trino version 352 and higher",
@@ -945,6 +1028,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "Vertica": {
         "description": "Vertica is a column-oriented analytics database.",
+        "logo": "vertica.png",
+        "homepage_url": "https://www.vertica.com/",
         "pypi_packages": ["sqlalchemy-vertica-python"],
         "connection_string": "vertica+vertica_python://{username}:{password}@{host}/{database}",
         "default_port": 5433,
@@ -960,6 +1045,8 @@ DATABASE_DOCS: dict[str, dict[str, Any]] = {
     },
     "YDB": {
         "description": "YDB is a distributed SQL database by Yandex.",
+        "logo": "ydb.svg",
+        "homepage_url": "https://ydb.tech/",
         "pypi_packages": ["ydb-sqlalchemy"],
         "connection_string": "ydb://{host}:{port}/{database_name}",
         "engine_parameters": [