chDB guides

[Edit this page](https://github.com/ClickHouse/clickhouse-docs/blob/main/docs/chdb/guides/index.md)

Take a look at our chDB developer guides below:

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| Page Description|  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [How to query a remote ClickHouse server](/docs/chdb/guides/query-remote-clickhouse) In this guide, we will learn how to query a remote ClickHouse server from chDB.|  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [How to query Apache Arrow with chDB](/docs/chdb/guides/apache-arrow) In this guide, we will learn how to query Apache Arrow tables with chDB|  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [How to query data in an S3 bucket](/docs/chdb/guides/querying-s3) Learn how to query data in an S3 bucket with chDB.|  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [How to query Pandas DataFrames with chDB](/docs/chdb/guides/pandas) Learn how to query Pandas DataFrames with chDB|  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [How to query Parquet files](/docs/chdb/guides/querying-parquet) Learn how to query Parquet files with chDB.|  |  |  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [JupySQL and chDB](/docs/chdb/guides/jupysql) How to install chDB for Bun|  |  |  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [Key differences from pandas](/docs/chdb/guides/pandas-differences) Important differences between DataStore and pandas|  |  |  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | [Migration from pandas](/docs/chdb/guides/migration-from-pandas) Step-by-step guide to migrate from pandas to DataStore|  |  |  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | --- | --- | | [Pandas cookbook](/docs/chdb/guides/pandas-cookbook) Common pandas patterns and their DataStore equivalents|  |  |  |  |  |  | | --- | --- | --- | --- | --- | --- | | [Performance guide](/docs/chdb/guides/pandas-performance) Performance optimization tips for DataStore vs pandas|  |  |  |  | | --- | --- | --- | --- | | [SQL for pandas users](/docs/chdb/guides/pandas-to-sql) Understanding how pandas operations map to SQL in DataStore|  |  | | --- | --- | | [Using a clickhouse-local database](/docs/chdb/guides/clickhouse-local) Learn how to use a clickhouse-local database with chDB | | | | | | | | | | | | | | | | | | | | | | | | | |

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