pymilvus
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[Enhancement]: schema validation is fragile
Is there an existing issue for this?
- [X] I have searched the existing issues
What would you like to be added?
currently we validate server schema by comparing with user provided schema https://github.com/milvus-io/pymilvus/blob/76de0ab1caba89a939a784545e1a61d13ea139a3/pymilvus/orm/collection.py#L134.
with doc in doc out, we introduced tokenizer_params
in params
, which is a dict in user input, but a json string in server response. direct comparing will cause a failure.
now the tokenizer_params
is simple so I used a temp resolution in https://github.com/milvus-io/pymilvus/pull/2298 to convert the json string back to a dict, but that will likely fail after we introduced more configs in tokenizer_params
: keys in json may be reordered and the resulting dict will no longer equal.
Why is this needed?
No response
Anything else?
No response