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lihaoyang-ruc avatar lihaoyang-ruc commented on July 23, 2024

这个问题在之前类似的issue中有回答过。以下是原答案:

To train RESDSQL on your dataset, you have to prepare at least three files (Take Spider's file as an example):

  • database, a folder where the sqlite databases are saved.
  • train_spider.json, a json file that contains pairs of training data, each of them should contain three fields: db_id, query, and question.
  • tables.json, a json file that describes the schema of all databases.

To run inference and evaluation, you should prepare a separate dev_gold.sql file containing the gold SQL query and its corresponding db_id.

Originally posted by @lihaoyang-ruc in #45 (comment)

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dyc1998108 avatar dyc1998108 commented on July 23, 2024

好的谢谢,那如果不需要从database执行SQL,只是需要生成SQL的话还需要database吗?除此之外只需要生成SQL还需要哪些调整呢?

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lihaoyang-ruc avatar lihaoyang-ruc commented on July 23, 2024

目前是需要的,因为我依赖database来采样生成没有语法错误的SQL,你可以在sqlite中创建空数据库,不插入任何数据,只当作语法检查器使用。又或者你可以自己实现一个语法检查器,替代掉去database中执行的步骤。

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dyc1998108 avatar dyc1998108 commented on July 23, 2024

好的,十分感谢,database执行步骤具体是在哪个文件呢?我看一下如何自己实现检查器替代?

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lihaoyang-ruc avatar lihaoyang-ruc commented on July 23, 2024

utils/text2sql_decoding_utils.py文件的results = execute_sql(cursor, pred_sql)行。

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