How I can do inference on the model only with a question? about resdsql

[lihaoyang-ruc]

Hello.

Our approach is trained based on "Database + Question" -> "SQL" pairs, so we can't generate SQL queries without a database schema.

Maybe you can try ChatGPT using some prompts, it does a good job on this. :)

[starkf013]

I can give it also the database schema, but in the dev.json for example, there is also the query, that is a result that I want. It's possible to give question + database schema but without the query?

[lihaoyang-ruc]

Yes, our code considers this situation. In our inference scripts scripts/inference/infer_text2natsql.sh and scripts/inference/infer_text2natsql.sh, setting all --mode arguments to "test" can meet your requirements.

[nkezhaya]

@lihaoyang-ruc I'm trying to add a dataset to the database/ folder to and create custom questions for this, separate from the spider datasets. Is there a way to easily create tables.json and the other JSON files needed for RESDSQL to run inference, or do these JSON files need to be crafted by hand?

[lihaoyang-ruc]

I am sorry for this. I don't have such a script to create the tables.json file, because all datasets adopted in RESDSQL (such as Spider-DK, Dr.Spider, etc.) already obey the same structure as Spider. Maybe you can find something useful from Spider's project (https://github.com/taoyds/spider).

[lihaoyang-ruc]

This question is closed due to inactivity. If you have further questions, please feel free to open it again or create a new question.

[mellahysf]

@lihaoyang-ruc Can you please provide a script that takes as inputs "Database + Question" and returns the corresponding SQL query?