Query data code description

更新时间: 2026-06-23 11:12:17

Learn about the limits and rules for querying data by using code in Dataphin.

Limits

Dataphin returns a maximum of 10,000 query result records. You can append limit number of returns to a query statement to customize the number of returned records. For example, select * from ht5_out limit 20; retrieves 20 records.

Notes

  • If a data query task runs for more than 2 hours, Dataphin automatically terminates the task to free up resources and keep other tasks running smoothly.

  • Querying a logical aggregate table with the select * syntax can consume significant resources. We recommend that you avoid using select * in ad hoc queries on logical aggregate tables. For more information, see set the engine for ad hoc queries.

Code description for querying data

  • Query logical table data.

SELECT * FROM sectionEnglishName.logicalTableName WHERE ds='${bizdate}';

Where:

  • Module English Name: The Module English Name of the module to which the logical table belongs.

    You can find the module English name on the data section page.

    image

    Note

    When querying data in a development environment, append _DEV to the Sectionenglishname, resulting in Sectionenglishname_dev.

  • logicalTableName: The name of the logical table to be queried.

  • ds='${bizdate}': The partition date for the query. The built-in Dataphin global variable ${bizdate} defaults to the format yyyyMMdd and represents the day before the current date. You can also specify an exact date, such as ds='20210223'.

Important

If the permission to use the select * syntax on a logical aggregate table is revoked, running a select * statement returns an error. You must specify individual fields instead.

  • Query physical table data.

    SELECT * FROM projectEnglishName.physicalTableName WHERE ds='${bizdate}';

    Where:

    • Projectenglishname: The English name of the project that contains the physical table.

      You can find the project English name on the project information settings page. image

    • Physicaltablename: The name of the physical table to be queried.

    • ds='${bizdate}': The partition date for the query. The built-in Dataphin global variable ${bizdate} defaults to the format yyyyMMdd and represents the day before the current date. You can also specify an exact date, such as ds='20210223'.

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